#  @mitocw MIT OpenCourseWare MIT OpenCourseWare posts on YouTube about finance, theory, science, systems the most. They currently have [---------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours. ### Engagements: [------] [#](/creator/youtube::UCEBb1b_L6zDS3xTUrIALZOw/interactions)  - [--] Week [-------] +38% - [--] Month [---------] -18% - [--] Months [----------] +34% - [--] Year [----------] +62% ### Mentions: [---] [#](/creator/youtube::UCEBb1b_L6zDS3xTUrIALZOw/posts_active)  - [--] Week [---] +26% - [--] Month [---] +24% - [--] Months [-----] +53% - [--] Year [-----] +58% ### Followers: [---------] [#](/creator/youtube::UCEBb1b_L6zDS3xTUrIALZOw/followers)  - [--] Week [---------] +0.16% - [--] Month [---------] +0.65% - [--] Months [---------] +4.80% - [--] Year [---------] +9.40% ### CreatorRank: [-------] [#](/creator/youtube::UCEBb1b_L6zDS3xTUrIALZOw/influencer_rank)  ### Social Influence **Social category influence** [finance](/list/finance) 17.81% [technology brands](/list/technology-brands) 1.27% [countries](/list/countries) 1.02% [currencies](/list/currencies) 1.02% [automotive brands](/list/automotive-brands) 0.76% [social networks](/list/social-networks) 0.76% [cryptocurrencies](/list/cryptocurrencies) 0.51% [nfl](/list/nfl) 0.51% [travel destinations](/list/travel-destinations) 0.25% **Social topic influence** [finance](/topic/finance) #2781, [theory](/topic/theory) #3211, [science](/topic/science) 5.6%, [systems](/topic/systems) #2017, [derivatives](/topic/derivatives) 4.58%, [topics](/topic/topics) 4.33%, [deep](/topic/deep) 3.82%, [money](/topic/money) 3.31%, [blockchain](/topic/blockchain) #1950, [gary gensler](/topic/gary-gensler) #15 **Top accounts mentioned or mentioned by** [@thephysicsmathswizard](/creator/undefined) **Top assets mentioned** [Bitcoin (BTC)](/topic/bitcoin) ### Top Social Posts Top posts by engagements in the last [--] hours "Integration by completing the square MIT 18.01SC Single Variable Calculus Fall [----] Integration by completing the square Instructor: Christine Breiner View the complete course: http://ocw.mit.edu/18-01SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu differentiation of functions integration of functions limits continuity differentiation rules extremum problems definite integration indefinite integration techniques of integration improper integrals l'Hopital's rule differentiation of functions integration of functions" [YouTube Link](https://youtube.com/watch?v=CMbvq16z0gA) 2011-01-08T04:23Z 6.2M followers, 3.1M engagements "Lec [--] MIT 9.00SC Introduction to Psychology Spring [----] Lecture 1: Introduction Instructor: John Gabrieli View the complete course: http://ocw.mit.edu/9-00SCS11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu perception optical illusion visual memory visual attention listening automaticity thinking feeling acting introduction to psychology mit introduction to psychology perception optical illusion visual memory visual attention listening automaticity thinking feeling acting introduction to psychology mit introduction to" [YouTube Link](https://youtube.com/watch?v=2fbrl6WoIyo) 2012-05-01T18:55Z 6.2M followers, 3.4M engagements "2. Money Ledgers & Bitcoin MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn In this lecture Prof. Gensler discusses the history of money ledgers fiat currency central banking early digital money and mobile payments. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu money ledgers fiat currency central banking credit cards digital money cryptography money" [YouTube Link](https://youtube.com/watch?v=5auv_xrvoJk) 2020-01-23T15:50Z 6.2M followers, 1.9M engagements "Lecture 2: Cantor's Theory of Cardinality (Size) MIT 18.100A Real Analysis Fall [----] Instructor: Dr. Casey Rodriguez View the complete course: http://ocw.mit.edu/courses/18-100a-real-analysis-fall-2020/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61O7HkcF7UImpM0cR_L2gSw What does it mean for one set to be bigger than another Defining injections surjections bijections and cardinality and showing the countability of the rationals. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=9_xG0AGRa-w) 2022-06-21T14:38Z 6.2M followers, 126K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Exponential and log; Logarithmic differentiation; hyperbolic functions Note: More on "exponents continued" in lecture [--] View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule" [YouTube Link](https://youtube.com/watch?v=9v25gg2qJYE) 2009-01-16T23:59Z 6.2M followers, 388.6K engagements "Ses 6: Fixed-Income Securities III MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu arbitrage leverage short-selling mispricing fixed-income arbitrage interest-rate risk Macaulay duration convexity arbitrage leverage short-selling mispricing fixed-income arbitrage interest-rate risk Macaulay duration convexity" [YouTube Link](https://youtube.com/watch?v=AtT59jxU9es) 2013-05-10T19:06Z 6.2M followers, 218K engagements "1. Introduction for 15.S12 Blockchain and Money Fall [----] MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This lecture provides an introduction to the course and to blockchain technology. Chapters 0:00 Title slates 0:20 Welcome; course introduction 4:15 Readings for class 5:13 A history lesson to give context 9:22 Cryptography is communication in the presence of adversaries 12:14 List of digital currencies that failed" [YouTube Link](https://youtube.com/watch?v=EH6vE97qIP4) 2020-01-23T15:51Z 6.2M followers, 7.2M engagements "Lecture 28: EMI Filters Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 Ripple and EMI Filtering are important to prevent interference with other circuitry (e.g. a power supply with an improperly designed EMI filter can easily interfere with radios televisions etc. in the vicinity). Here we introduce basic considerations and requirements of EMI filtering. License: Creative" [YouTube Link](https://youtube.com/watch?v=HWnEifmgAdU) 2024-07-17T16:24Z 6.2M followers, 42.1K engagements "Lecture 1: Algorithmic Thinking Peak Finding MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Srini Devadas License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu algorithm analysis scalability peak finding divide and conquer recurrence relation complexity asymptotic complexity greedy ascent algorithm analysis scalability peak finding divide and conquer recurrence relation complexity asymptotic complexity greedy ascent" [YouTube Link](https://youtube.com/watch?v=HtSuA80QTyo) 2013-01-14T20:26Z 6.2M followers, 6M engagements "Lecture [--] Introduction MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Introduction Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu sinusoidal signals periodicity systems discrete-time Mathematical representation Transformation independent variable signal reflection time shifts scaling real and complex exponentials sinusoidal signals periodicity systems discrete-time Mathematical representation Transformation independent variable" [YouTube Link](https://youtube.com/watch?v=KJnAy6hzetw) 2012-04-17T19:43Z 6.2M followers, 497.8K engagements "4. Hashing MIT [-----] Introduction to Algorithms Spring [----] Instructor: Jason Ku View the complete course: https://ocw.mit.edu/6-006S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY Hashing allows for faster search and dynamic operations on data structures arrays and sorted arrays. This lecture discusses comparison models decision trees and hash functions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and" [YouTube Link](https://youtube.com/watch?v=Nu8YGneFCWE) 2021-09-13T16:19Z 6.2M followers, 400.3K engagements "2. Elimination with Matrices. MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Elimination with Matrices. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=QVKj3LADCnA) 2009-05-07T04:00Z 6.2M followers, 3.1M engagements "Compton Scattering MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Compton Scattering Compton Scattering" [YouTube Link](https://youtube.com/watch?v=WR88_Vzfcx4) 2017-07-05T16:23Z 6.2M followers, 195.9K engagements "Lecture 1: Introduction to Superposition MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams discusses a series of thought experiments involving "box apparatus" to illustrate the concepts of uncertainty and superposition which are central to quantum mechanics. The first ten minutes are devoted to course information. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu physics quantum mechanics superposition electrons experiment probability" [YouTube Link](https://youtube.com/watch?v=lZ3bPUKo5zc) 2014-06-18T18:53Z 6.2M followers, 8.8M engagements "16.2.4 Building the MMU MIT [-----] Computation Structures Spring [----] Instructor: Chris Terman View the complete course: https://ocw.mit.edu/6-004S17 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62WVs95MNq3dQBqY2vGOtQ2 16.2.4 Building the MMU License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu memory-management unit memory-management unit" [YouTube Link](https://youtube.com/watch?v=sz4kq_ltDrM) 2019-07-12T18:35Z 6.2M followers, 12.8K engagements "Ses 13: Risk and Return II & Portfolio Theory I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu U.S. stocks stock return volatility the size effect the January effect value premium momentum portfolio portfolio weights mean-variance analysis U.S. stocks stock return volatility the size effect the January effect value premium momentum portfolio portfolio weights mean-variance analysis" [YouTube Link](https://youtube.com/watch?v=tL7Lcl90Sc0) 2013-05-10T19:06Z 6.2M followers, 618.4K engagements "Level curves MIT 18.02SC Multivariable Calculus Fall [----] Level curves Instructor: David Jordan View the complete course: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals" [YouTube Link](https://youtube.com/watch?v=uaHiAxFESc4) 2011-01-04T05:07Z 6.2M followers, 400.8K engagements "13. Payments Part [--] MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler Alin Dragos View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler discusses major trends in payment systems lessons that can be learned from non-blockchain payment innovations and the challenges and opportunities in current payment system architecture. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu blockchain payment mobile apps" [YouTube Link](https://youtube.com/watch?v=ojcOUtUwIe4) 2020-01-23T15:50Z 6.2M followers, 186.4K engagements "Lec [--] MIT 9.00SC Introduction to Psychology Spring [----] Lecture 4: Brain II: Methods of Research Instructor: John Gabrieli View the complete course: http://ocw.mit.edu/9-00SCS11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu lesion neural stimulation TMS recording structure vs. function CT DTI EEG MEG PET fMRI lesion neural stimulation TMS recording structure vs. function CT DTI EEG MEG PET fMRI" [YouTube Link](https://youtube.com/watch?v=-cK1og4ElKE) 2012-05-01T18:55Z 6.2M followers, 264.2K engagements "Rec [--] MIT [------] Computational Science and Engineering I Fall [----] Recitation 1: Key ideas of linear algebra License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear algebra networks Lagrange multipliers differential equations of equilibrium Laplace's equation potential flow boundary-value problems Fourier series discrete transform convolution linear algebra networks Lagrange multipliers differential equations of equilibrium Laplace's equation potential flow boundary-value problems Fourier series discrete transform convolution" [YouTube Link](https://youtube.com/watch?v=0oBJN8F616U) 2009-02-25T18:30Z 6.2M followers, 354.7K engagements "Lecture 2: Linear Algebra MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Peter Kempthorne View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves The lecture introduces linear algebra with a focus on its applications in quantitative finance covering vector and matrix fundamentals portfolio valuation and concepts like short selling arbitrage and contingent claims. It further explores stochastic matrices" [YouTube Link](https://youtube.com/watch?v=0uimNNIuUyY) 2025-12-03T15:44Z 6.2M followers, 22.7K engagements "More on superposition. General state of a photon and spin states MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu superposition photon spin states superposition photon spin states" [YouTube Link](https://youtube.com/watch?v=0xNmc2tJ-YM) 2017-07-05T16:19Z 6.2M followers, 238.2K engagements "Lec 10: Second derivative test; boundaries & infinity MIT [-----] Multivariable Calculus Fall [----] Lecture 10: Second derivative test; boundaries and infinity. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals" [YouTube Link](https://youtube.com/watch?v=3_goGnJm5sA) 2009-01-17T00:19Z 6.2M followers, 234K engagements "Ses 3: Present Value Relations II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu perpetuity annuity opportunity cost annuity discount factor interest rate growth rate annual percentage rate effective annual rate perpetuity annuity opportunity cost annuity discount factor interest rate growth rate annual percentage rate effective annual rate" [YouTube Link](https://youtube.com/watch?v=4F1J5Q3DiaI) 2013-05-10T19:06Z 6.2M followers, 554.4K engagements "1. Periodic Oscillations Harmonic Oscillators MIT 8.03SC Physics III: Vibrations and Waves Fall [----] View the complete course: https://ocw.mit.edu/8-03SCF16 Instructor: Yen-Jie Lee In this lecture Prof. Lee discusses the mathematical description of the periodic oscillation and simple harmonic oscillators. The first [--] minutes are devoted to course information. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Periodic motion simple harmonic oscillators Hooke's Law Periodic motion simple harmonic oscillators Hooke's Law" [YouTube Link](https://youtube.com/watch?v=4ysFC9vd3GE) 2018-04-18T20:47Z 6.2M followers, 205K engagements "20. Cell Signaling [--] Overview MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After completing the topic of protein trafficking Professor Imperiali introduces cell signaling. In the first of two lectures on this topic she covers the paradigms and mechanics of cell signaling. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu mis-folding chaperones ubiquitination" [YouTube Link](https://youtube.com/watch?v=5ejPI6QqKBU) 2020-05-12T15:46Z 6.2M followers, 94.5K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Implicit differentiation inverses View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule" [YouTube Link](https://youtube.com/watch?v=5q_3FDOkVRQ) 2009-01-16T22:58Z 6.2M followers, 409.7K engagements "PS.2.2 Worked Example - Stacked Blocks - Free Body Diagrams and Applying Newtons 2nd Law MIT [----] Classical Mechanics Fall [----] View the complete course: http://ocw.mit.edu/8-01F16 Instructor: Dr. Peter Dourmashkin License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Newton's laws sliding block friction Newton's laws sliding block friction" [YouTube Link](https://youtube.com/watch?v=63U4_OxohOw) 2017-06-02T18:11Z 6.2M followers, 146K engagements "Lecture 5: Intro to DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 This class introduces DC-DC power conversion including methods for analyzing DC-DC converters in periodic steady state. Buck and boost converters are introduced as examples. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW" [YouTube Link](https://youtube.com/watch?v=6Bzq25m68BE) 2024-07-17T16:25Z 6.2M followers, 119.3K engagements "Lec [--]. Introduction to Deep Learning MIT [------] Deep Learning Fall [----] Instructor: Sara Beery View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video provides a course overview and introduces deep neural networks covering their fundamental concepts and basic building blocks. It sets the stage for understanding how these models work and what components they are built from. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More" [YouTube Link](https://youtube.com/watch?v=6FkRvTtUc-o) 2026-02-11T14:39Z 6.2M followers, 102.2K engagements "Special Lecture: The How and the Why of IFR MIT [------] Private Pilot Ground School IAP [----] Instructor: Tina Srivastava View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture discussed the instrument flight rules and instrument meterological conditions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu IFR IMC pre-flight planning flight instruction safety pilot radio cross-check IFR IMC pre-flight planning flight" [YouTube Link](https://youtube.com/watch?v=6oZL2c3tgps) 2020-04-27T15:52Z 6.2M followers, 101.7K engagements "Lecture [--] Signals and Systems: Part [--] MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Signals and Systems: Part I Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 This lecture covers mathematical representation of signals and systems including transformation of variables and basic properties of common signals. http://ocw.mit.edu; Creative Commons Attribution-NonCommercial-ShareAlike 3.0; http://ocw.mit.edu/OcwWeb/web/terms/terms; Album photo courtesy of Professor Alan Oppenheim sinusoidal signals periodicity systems discrete-time time shifts and" [YouTube Link](https://youtube.com/watch?v=6xaaeop7gJ8) 2011-09-07T13:16Z 6.2M followers, 441K engagements "1. Radiation History to the Present Understanding the Discovery of the Neutron MIT [-----] Introduction to Nuclear Engineering and Ionizing Radiation Fall [----] Instructor: Michael Short View the complete course: https://ocw.mit.edu/22-01F16 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61FVzAxBP09w2FMQgknTOqu A brief summary of the discovery of forms of ionizing radiation up to the [----] discovery of the neutron. We introduce mass-energy equivalence for the first time and explain how these cutting-edge experiments (for their time) conclusively proved the existence of" [YouTube Link](https://youtube.com/watch?v=7LyvAVjQUR8) 2019-09-20T18:58Z 6.2M followers, 529.5K engagements "An Interview with Gilbert Strang on Teaching Linear Algebra MIT 18.06SC Linear Algebra Fall [----] Instructor: Gilbert Strang Sarah Hansen View the complete course: https://ocw.mit.edu/18-06SCF11 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63uMA4q8GaU6Eg5nzeOc8tx In this video Professor Gilbert Strang shares how he infuses linear algebra with a sense of humanity as a way to engage students in learning mathematics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=7UJ4CFRGd-U) 2019-08-19T11:25Z 6.2M followers, 1.4M engagements "Lec 11: Differentials; chain rule MIT [-----] Multivariable Calculus Fall [----] Lecture 11: Differentials; chain rule. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus" [YouTube Link](https://youtube.com/watch?v=7eZVshlT33Q) 2009-01-16T23:59Z 6.2M followers, 232.1K engagements "32. Infectious Disease Viruses and Bacteria MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 This lecture covers microorganisms and some of the threats they pose to human health such as infectious diseases. Professor Imperiali also discusses antibiotics and the mechanisms by which bacteria become resistant. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu ESKAPE" [YouTube Link](https://youtube.com/watch?v=7gLcuMtM_HY) 2020-05-12T15:44Z 6.2M followers, 102.7K engagements "Photons and the loss of determinism MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu photons loss of determinism photons loss of determinism" [YouTube Link](https://youtube.com/watch?v=8OsUQ1yXCcI) 2017-07-05T16:19Z 6.2M followers, 1.3M engagements "3: Deep Learning for Computer Vision Building Convolutional Neural Networks from Scratch MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp A recap of training flow is given then the rest of the session walks through the steps of building a deep neural network in Colab. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at" [YouTube Link](https://youtube.com/watch?v=8QuyDcMIdRc) 2026-01-07T15:01Z 6.2M followers, 19.6K engagements "16. Portfolio Management MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Jake Xia This lecture focuses on portfolio management including portfolio construction portfolio theory risk parity portfolios and their limitations. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu portfolio construction portfolio theory risk parity portfolios portfolio construction portfolio theory risk parity portfolios" [YouTube Link](https://youtube.com/watch?v=8TJQhQ2GZ0Y) 2015-01-06T18:18Z 6.2M followers, 6M engagements "Lec 1: Introduction to Principles of Microeconomics and Supply & Demand MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb Prof. Gruber introduces the class by explaining microeconomics as the study of individuals and firms who make themselves as well off as possible in a world full of scarcity. He then explains the core concepts of supply and demand. Keywords: microeconomics scarcity constrained optimization supply" [YouTube Link](https://youtube.com/watch?v=8ssjKR7nNck) 2025-04-02T14:42Z 6.2M followers, 375.9K engagements "7. Value At Risk (VAR) Models MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Kenneth Abbott This is an applications lecture on Value At Risk (VAR) models and how financial institutions manage market risk. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu value at risk models risk management Monte Carlo simulation variance standard deviation covariance matrix correlation value at risk models risk management Monte Carlo simulation" [YouTube Link](https://youtube.com/watch?v=92WaNz9mPeY) 2015-01-06T18:18Z 6.2M followers, 576.1K engagements "Laplace Transform: First Order Equation MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang Transform each term in the linear differential equation to create an algebra problem. You can transform the algebra solution back to the ODE solution. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Laplace transform first order equation linear differential equation Laplace transform first order equation" [YouTube Link](https://youtube.com/watch?v=9RJml41PFnc) 2016-05-06T20:08Z 6.2M followers, 333.1K engagements "1. Introduction Finite Automata Regular Expressions MIT 18.404J Theory of Computation Fall [----] Instructor: Michael Sipser View the complete course: https://ocw.mit.edu/18-404JF20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWY Introduction; course outline mechanics and expectations. Described finite automata their formal definition regular languages regular operations and regular expressions. Proved that the class of regular languages is closed under union. Started proving closure under concatenation. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=9syvZr-9xwk) 2021-10-06T12:48Z 6.2M followers, 532.2K engagements "Introduction to System Dynamics: Overview MIT [------] Introduction to System Dynamics Fall [----] View the complete course: http://ocw.mit.edu/15-871F13 Instructor: John Sterman Professor John Sterman introduces system dynamics and talks about the course. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu system dynamics modeling business dynamics feedback loops management systems thinking system dynamics modeling business dynamics feedback loops management systems thinking" [YouTube Link](https://youtube.com/watch?v=AnTwZVviXyY) 2014-07-28T17:02Z 6.2M followers, 438.8K engagements "0.3 Coordinate Systems and Unit Vectors MIT [----] Classical Mechanics Fall [----] View the complete course: http://ocw.mit.edu/8-01F16 Instructor: Dr. Michelle Tomasik License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu vectors coordinate systems unit vectors vectors coordinate systems unit vectors" [YouTube Link](https://youtube.com/watch?v=Bq0fDYtbfBA) 2017-06-02T18:09Z 6.2M followers, 75.7K engagements "1. Introduction Optimization Problems (MIT [------] Intro to Computational Thinking and Data Science) MIT [------] Introduction to Computational Thinking and Data Science Fall [----] View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag Prof. Guttag provides an overview of the course and discusses how we use computational models to understand the world in which we live in particular he discusses the knapsack problem and greedy algoriths. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu optimization python" [YouTube Link](https://youtube.com/watch?v=C1lhuz6pZC0) 2017-05-19T15:55Z 6.2M followers, 622.7K engagements "The nature of superposition. Mach-Zehnder interferometer MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu superposition Mach-Zehnder interferometer superposition Mach-Zehnder interferometer" [YouTube Link](https://youtube.com/watch?v=CR-eOhdxbes) 2017-07-05T16:23Z 6.2M followers, 366.9K engagements "Step Function and Delta Function MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang A unit step function jumps from [--] to [--]. Its slope is a delta function: zero everywhere except infinite at the jump. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu step function delta function linear equation first order equation step function delta function linear equation first order equation" [YouTube Link](https://youtube.com/watch?v=ECslmuGlu-U) 2016-05-06T20:08Z 6.2M followers, 239.9K engagements "Lec [--] MIT [-----] Chemistry Laboratory Techniques IAP [----] TLC - The Basics Thin-layer chromatography is the most commonly used analytical technique in many research labs. This video walks you through every step from setting up a developing chamber to calculating Rf values. View the complete course: http://ocw.mit.edu/5-301IAP04 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu mit opencourseware chemistry laboratory purification extraction transfer chromatography experiment spectraoscopy mit opencourseware chemistry laboratory" [YouTube Link](https://youtube.com/watch?v=EUn2skAAjHk) 2008-02-14T19:47Z 6.2M followers, 228.7K engagements "2. Divide & Conquer: Convex Hull Median Finding MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Srinivas Devadas In this lecture Professor Devadas introduces divide-and-conquer algorithms and problems that can be solved using divide-and-conquer approaches. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu divide-and-conquer convex hull median finding divide-and-conquer convex hull median finding" [YouTube Link](https://youtube.com/watch?v=EzeYI7p9MjU) 2016-03-04T22:12Z 6.2M followers, 225.4K engagements "Lecture 6: AVL Trees AVL Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu AVL tree rotation insert abstract data type data structure balanced binary search tree balanced BST AVL tree rotation insert abstract data type data structure balanced binary search tree balanced BST" [YouTube Link](https://youtube.com/watch?v=FNeL18KsWPc) 2013-01-14T20:26Z 6.2M followers, 702.7K engagements "30. Immunology [--] Diversity Specificity & B cells MIT [-----] Introductory Biology Fall [----] Instructor: Adam Martin View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Professor Martin introduces the topic of immunity defined as resistance to disease based on prior exposure. Beginning with vaccines as an example he gives an overview of the immune system followed by its properties of specificity diversity and memory. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More" [YouTube Link](https://youtube.com/watch?v=FpXIGTFD8Qs) 2020-05-12T15:45Z 6.2M followers, 163.8K engagements "Entanglement MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Entanglement Entanglement" [YouTube Link](https://youtube.com/watch?v=G3HSP3qMgKI) 2017-07-05T16:20Z 6.2M followers, 248.3K engagements "23. Differential Equations and exp(At) MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Differential Equations and exp(At) License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=IZqwi0wJovM) 2009-05-07T05:24Z 6.2M followers, 405.5K engagements "26. Chernobyl How It Happened MIT [-----] Introduction to Nuclear Engineering and Ionizing Radiation Fall [----] Instructor: Michael Short View the complete course: https://ocw.mit.edu/22-01F16 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61FVzAxBP09w2FMQgknTOqu Using all the information from the course thus far we explain how the Chernobyl accident happened from a technical point of view (and briefly explain the failings of Soviet culture which led to the cascading human errors). The RBMK design is shown to have positive feedback coefficients a physically dangerous situation" [YouTube Link](https://youtube.com/watch?v=Ijst4g5KFN0) 2019-09-20T18:58Z 6.2M followers, 3.3M engagements "1. The Geometry of Linear Equations MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. The Geometry of Linear Equations License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=J7DzL2_Na80) 2019-09-24T20:20Z 6.2M followers, 2.5M engagements "Ses 14: Portfolio Theory II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu portfolio rate of return mean variance covariance matrix correlation systematic risk efficient frontier minimum-variance boundary portfolio rate of return mean variance covariance matrix correlation systematic risk efficient frontier minimum-variance boundary" [YouTube Link](https://youtube.com/watch?v=J7d3vcaS9-o) 2013-05-10T19:06Z 6.2M followers, 239.7K engagements "Lecture 25: Plotting MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB Sooner or later everyone needs to produce plots because they help us visualize data to see trends and pose computational questions to probe. Python libraries for plotting and numerical and stochastic computation are explored. License: Creative Commons BY-NC-SA More information" [YouTube Link](https://youtube.com/watch?v=Jov7G7IpuLo) 2024-04-11T14:02Z 6.2M followers, 25.9K engagements "12. Carbohydrates/Introduction to Membranes MIT [----] General Biochemistry Spring [----] Instructor: Matthew Vander Heiden View the complete course: https://ocw.mit.edu/7-05S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62wNcIMfinU64CAfreShjpt In this pre-COVID-19 pandemic lecture of [----] Professor Vander Heiden discusses two classes of biomolecules: carbohydrates and lipids including their nomenclature structures and properties. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=KLb5CmPM7YY) 2021-07-19T15:31Z 6.2M followers, 173.9K engagements "AI [---] with Brandon Leshchinskiy MIT RES.6-013 Neuroscience and Behavior Fall [----] Instructor: Brandon Leshchinskiy View the complete course: http://ocw.mit.edu/courses/res-6-013-ai-101-fall-2021/ This is a video of Brandon Leshchinskiy's presentation "AI 101" which provides an introductory overview of the application of artificial intelligence in solving real-world problems: which tasks machine learning handles well how it works and what its shortcomings are. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=KsHOdr5UYZ0) 2022-05-20T17:38Z 6.2M followers, 125.8K engagements "4. Assembly Language & Computer Architecture MIT [-----] Performance Engineering of Software Systems Fall [----] Instructor: Charles Leiserson View the complete course: https://ocw.mit.edu/6-172F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63VIBQVWguXxZZi0566y7Wf Prof. Leiserson walks through the stages of code from source code to compilation to machine code to hardware interpretation and finally to execution. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu assembly floating point vector hardware computer" [YouTube Link](https://youtube.com/watch?v=L1ung0wil9Y) 2019-09-23T17:41Z 6.2M followers, 835.1K engagements "Lec [--] MIT 6.042J Mathematics for Computer Science Fall [----] Lecture 1: Introduction and Proofs Instructor: Tom Leighton View the complete course: http://ocw.mit.edu/6-042JF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu proof axiom proposition lemma predicate factoring coloring truth table implication proof axiom proposition lemma predicate factoring coloring truth table implication" [YouTube Link](https://youtube.com/watch?v=L3LMbpZIKhQ) 2012-12-31T14:19Z 6.2M followers, 2.7M engagements "Power Series/Euler's Great Formula Power Series/Euler's Great Formula Instructor: Gilbert Strang http://ocw.mit.edu/highlights-of-calculus License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Power Series Euler's Formula Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare Power Series Euler's Formula Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare" [YouTube Link](https://youtube.com/watch?v=N4ceWhmXxcs) 2010-09-16T04:11Z 6.2M followers, 330.6K engagements "Ses 16: The CAPM and APT II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu capital market line security market line tangency portfolio risk law of large numbers capital market line security market line tangency portfolio risk law of large numbers" [YouTube Link](https://youtube.com/watch?v=N8gtnbJuMoo) 2013-05-10T19:06Z 6.2M followers, 157.8K engagements "Lecture 7: DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 In this lecture we show how the device and passive component ratings of a converter may be analyzed describe techniques for modeling converter ripple and relate this to component selection. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=O91G3Likq3w) 2024-07-17T16:24Z 6.2M followers, 54.8K engagements "6. Monte Carlo Simulation MIT [------] Introduction to Computational Thinking and Data Science Fall [----] View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag Prof. Guttag discusses the Monte Carlo simulation Roulette License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Ulaf stochastic random probability independent variables dependent variables inferential statistics random sample population variance standard deviation empirical rule Ulaf stochastic random probability independent variables dependent" [YouTube Link](https://youtube.com/watch?v=OgO1gpXSUzU) 2017-05-19T14:22Z 6.2M followers, 2.3M engagements "16. Thermodynamics: Gibbs Free Energy and Entropy MIT [-----] Principles of Chemical Science Fall [----] View the complete course: https://ocw.mit.edu/5-111F14 Instructor: Catherine Drennan If you mix two compounds together will they react spontaneously How do you know Find out the key to spontaneity in this lecture. Also what does Robert Frosts poetry have to do with entropy and how can you prepare toothpaste for an elephant Find out. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Gibbs free energy entropy thermodynamics free" [YouTube Link](https://youtube.com/watch?v=OjhZYx1FbhI) 2017-08-03T20:52Z 6.2M followers, 189.1K engagements "10. Welfare Economics MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This lecture covers the fundamentals of welfare economics including how competition maximizes welfare and government interventions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and" [YouTube Link](https://youtube.com/watch?v=PC3qooaF5Xs) 2020-07-16T23:01Z 6.2M followers, 142.2K engagements "Lec [--] MIT [----] Introduction to Computer Science and Programming Fall [----] Lecture 2: Operators and operands; statements; branching conditionals and iteration Instructors: Prof. Eric Grimson Prof. John Guttag View the complete course at: http://ocw.mit.edu/6-00F08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu computer programming Python science computation problem solving recursion binary search classes inheritance libraries algorithms optimization problems modules simulation big-O-notation control flow exceptions building" [YouTube Link](https://youtube.com/watch?v=Pij6J0HsYFA) 2009-08-20T04:31Z 6.2M followers, 1.3M engagements "MIT Economist Explains the NFLs Legal Cartel Economist Jonathan Gruber explains how the NFL operates as a legal cartelselling national broadcast rights as a single entity limiting competition and driving up costs for viewers. View the full lecture https://youtu.be/omeBIMSJ89ksi=IJLUuzcFoD1V_nsP nfl football economics monopolies monopoly antitrust anti-trust anti-trust exemption the national football league new york jets new york giants competition competitive market nfl football economics monopolies monopoly antitrust anti-trust anti-trust exemption the national football league new york jets" [YouTube Link](https://youtube.com/watch?v=PoxMszj19Tw) 2025-09-08T13:00Z 6.2M followers, 393K engagements "Lecture 4: Sequences; Convergence MIT 18.100B Real Analysis Spring [----] Instructor: Tobias Holck Colding View the complete course: https://ocw.mit.edu/courses/18-100b-real-analysis-spring-2025/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62Ie7F_tTAhhXoX5_Cl8meG We introduce in this lecture the key concept of a sequence and what it means for a sequence to be convergent. We also show the first basic properties of converging sequences as well define the notion of a subsequence. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=PzeCGelnheE) 2025-09-02T14:18Z 6.2M followers, [----] engagements "Ses 12: Options III & Risk and Return I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu binomial option-pricing model Bernoulli trial Black-Scholes formula correlation return expected return excess return risk premium binomial option-pricing model Bernoulli trial Black-Scholes formula correlation return expected return excess return risk premium" [YouTube Link](https://youtube.com/watch?v=Q2qjnLO3I_M) 2013-05-10T19:06Z 6.2M followers, 144.8K engagements "4. Enzymes & Metabolism MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After a brief re-cap of the last lecture Professor Imperiali continues with amino acids peptides and proteins with a focus on a protein variant that is the cause of sickle cell anaemia. She then introduces enzymes for the remainder of class. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=QTdJiG7mV40) 2020-05-12T15:45Z 6.2M followers, 121.1K engagements "6. Costs MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This lecture continues the discussion about producer theory and covers short-run cost curves and long-run cost curves. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on OCWs YouTube and" [YouTube Link](https://youtube.com/watch?v=TSYNHb6YBEE) 2020-07-16T23:01Z 6.2M followers, 235.5K engagements "28. Similar Matrices and Jordan Form MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Similar Matrices and Jordan Form License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=TSdXJw83kyA) 2019-09-24T20:20Z 6.2M followers, 149.2K engagements "Lecture 6: Time Evolution and the Schrdinger Equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams begins with summarizing the postulates of quantum mechanics that have been introduced so far. He then discusses properties of the Schrodinger equation and methods of solving the equation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=TWpyhsPAK14) 2014-06-18T18:50Z 6.2M followers, 694.4K engagements "29. Singular Value Decomposition MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Singular Value Decomposition License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=TX_vooSnhm8) 2019-09-24T20:20Z 6.2M followers, 191.9K engagements "Big Picture: Derivatives Calculus finds the relationship between the distance traveled and the speed - easy for constant speed not so easy for changing speed. Professor Strang is finding the "rate of change" and the "slope of a curve" and the "derivative of a function." View the complete course at: http://ocw.mit.edu/highlights-of-calculus Chapters: 00:00 Intro 00:24 Relationship Between Functions: Speed & Distance Height & Slope 03:40 Slope of the Great Functions of Calculus: y = xn y = sin x y = ex 08:47 Example: What does slope mean y = x2 25:05 Example: What does slope mean y = sin x" [YouTube Link](https://youtube.com/watch?v=T_I-CUOc_bk) 2010-05-05T15:48Z 6.2M followers, 391.6K engagements "2. Introduction to tensors. MIT [-----] General Relativity Spring [----] Instructor: Scott Hughes View the complete course: https://ocw.mit.edu/8-962S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP629n_3fX7HmKKgin_rqGzbx The notion of 'coordinate' bases.Several important 4-vectors for physics: 4-velocity 4-momentum 4-acceleration and their properties.1-forms and tensors more generally.Using the metric and its inverse to raise and lower tensor indices. Introduction to tensor fields. The number flux 4-vector and its use in defining a conservation law. License: Creative Commons" [YouTube Link](https://youtube.com/watch?v=TiHHz3sKDbY) 2020-08-26T14:51Z 6.2M followers, 306.4K engagements "5. Stochastic Processes I MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Choongbum Lee *NOTE: Lecture [--] was not recorded. This lecture introduces stochastic processes including random walks and Markov chains. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu random walk Markov chain Martingale Optional Stopping Theorem random walk Markov chain Martingale Optional Stopping Theorem" [YouTube Link](https://youtube.com/watch?v=TuTmC8aOQJE) 2015-01-06T18:18Z 6.2M followers, 1M engagements "Lec 7: Review MIT [-----] Multivariable Calculus Fall [----] Lecture 07: Review. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus vector-algebra determinants matrix" [YouTube Link](https://youtube.com/watch?v=U1EcnfTKXJ0) 2009-01-27T21:53Z 6.2M followers, 219.2K engagements "Lecture 2: Experimental Facts of Life MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams gives a panoramic view on various experimental evidence that indicates the inadequacy of pre-quantum physics. He concludes the lecture with a short discussion on Bell's inequality. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=U6fI3brP8V4) 2016-05-10T18:51Z 6.2M followers, 2.1M engagements "Lecture 6: DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 The operational capabilities of a converter are heavily influenced by switch implementation. Switch implementation external networks and control are used in analyzing converters and identifying power flows. The inverting buck-boost converter is introduced as an analysis example. License: Creative Commons" [YouTube Link](https://youtube.com/watch?v=UMTHJC22p7A) 2024-07-17T16:24Z 6.2M followers, 73.8K engagements "Lecture 2: Strings Input/Output and Branching MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB This lecture discusses the core elements of programs: strings input/output f-strings operators branching and indentation. Big idea: Debug early debug often. Write a little and test a little. Dont write a complete program at once. It introduces too many" [YouTube Link](https://youtube.com/watch?v=UdEX0E9lIQM) 2024-06-07T18:08Z 6.2M followers, 292K engagements "How to Speak MIT How to Speak IAP [----] Instructor: Patrick Winston View the complete course: https://ocw.mit.edu/how_to_speak Patrick Winston's How to Speak talk has been an MIT tradition for over [--] years. Offered every January the talk is intended to improve your public speaking ability in critical situations by teaching you a few heuristic rules. 0:16 Introduction 3:11 Rules of Engagement 4:15 How to Start 5:38 Four Sample Heuristics 10:17 The Tools: Time and Place 13:24 The Tools: Boards Props and Slides 36:30 Informing: Promise Inspiration How To Think 41:30 Persuading: Oral Exams Job" [YouTube Link](https://youtube.com/watch?v=Unzc731iCUY) 2019-12-20T19:24Z 6.2M followers, 22.1M engagements "6. Recursion and Dictionaries MIT [------] Introduction to Computer Science and Programming in Python Fall [----] View the complete course: http://ocw.mit.edu/6-0001F16 Instructor: Prof. Eric Grimson In this lecture Prof. Grimson introduces the concept of recursion and the Python dictionary data type. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Python recursion dictionary divide-and-conquer induction factorial tower of hanoi Python recursion dictionary divide-and-conquer induction factorial tower of hanoi" [YouTube Link](https://youtube.com/watch?v=WPSeyjX1-4s) 2017-02-15T14:26Z 6.2M followers, 409.7K engagements "Gil Strang's Introduction to Calculus for Highlights for High School Gil Strang gives an overview of his video series Calculus for MIT's Highlights for High School program. Designed to give an easier introduction to calculus. View the complete course at: http://ocw.mit.edu/highlights-of-calculus License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Subtitles are provided through the generous assistance of Jimmy Ren. Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare Gilbert Strang Gil" [YouTube Link](https://youtube.com/watch?v=X9t-u87df3o) 2010-05-05T15:43Z 6.2M followers, 360.1K engagements "What is Entrepreneurship MIT [------] New Enterprises Fall [----] View the complete course: http://ocw.mit.edu/15-390F13 Instructor: Bill Aulet In this video two dramatically different types of entrepreneurship are discussed: Small and Medium Enterprise Entrepreneurship (SME) and Innovation Driven Enterprise Entrepreneurship (IDE) and what this distinction means for aspiring entrepreneurs. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu entrepreneurship innovation startups small and medium enterprise SME innovation driven" [YouTube Link](https://youtube.com/watch?v=Xcsp0486olY) 2014-04-16T16:06Z 6.2M followers, 972.3K engagements "Lec 4: Square systems; equations of planes MIT [-----] Multivariable Calculus Fall [----] Lecture 04: Square systems; equations of planes. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals" [YouTube Link](https://youtube.com/watch?v=YBajUR3EFSM) 2009-01-16T19:59Z 6.2M followers, 336.8K engagements "15. Projections onto Subspaces MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Projections onto Subspaces License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=Y_Ac6KiQ1t0) 2009-05-07T03:23Z 6.2M followers, 608.5K engagements "1. Simple Harmonic Motion & Problem Solving Introduction View the complete OCW resource: http://ocw.mit.edu/resources/res-8-005-vibrations-and-waves-problem-solving-fall-2012/ Instructor: Wit Busza We discuss the role problem solving plays in the scientific method. Then we focus on problems of simple harmonic motion - harmonic oscillators with one degree of freedom in which damping (frictional or drag) forces can be ignored. *NOTE: These videos were originally produced as part of a physics course that is no longer available on OCW.* Chapters 0:00:00 Title slate 0:00:27 Why learn about waves" [YouTube Link](https://youtube.com/watch?v=YbFgNsM6r44) 2013-10-25T04:04Z 6.2M followers, 468.8K engagements "Lecture 1: The Column Space of A Contains All Vectors Ax MIT [------] Matrix Methods in Data Analysis Signal Processing and Machine Learning Spring [----] Instructor: Gilbert Strang View the complete course: https://ocw.mit.edu/18-065S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k In this first lecture Professor Strang introduces the linear algebra principles critical for understanding the content of the course. In particular matrix-vector multiplication Ax and the column space of a matrix and the rank. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=YiqIkSHSmyc) 2019-05-16T16:12Z 6.2M followers, 371.3K engagements "Lecture 1: Pigeonhole Principle MIT [------] Principles of Discrete Applied Mathematics Spring [----] Instructor: Ankur Moitra View the complete course: https://ocw.mit.edu/courses/18-200-principles-of-discrete-applied-mathematics-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61p2fXeXjNCrfNHFwyW-bl0 We first describe the mechanics of the course. We then discuss the pigeonhole principle explaining what it is and giving several surprising applications of it. The we briefly discuss foundations of probability and sample spaces. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=Z1zgrgstVAw) 2025-12-17T16:27Z 6.2M followers, 27.4K engagements "Ses 7: Fixed-Income Securities IV MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu default default risk corporate bond securitization investment grade tranche expected value default default risk corporate bond securitization investment grade tranche expected value" [YouTube Link](https://youtube.com/watch?v=ZWKnK9LIETA) 2013-05-10T19:06Z 6.2M followers, 150.8K engagements "Lecture [--] Part I: Introduction of the Class MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructors: Vasily Strela Jake Xia and Peter Kempthorne View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This video provides an introductory overview of a course combining mathematical theory and real-world financial applications featuring lectures by academics and industry experts. The instructors emphasize the" [YouTube Link](https://youtube.com/watch?v=b8u2CQLQBVU) 2025-12-03T15:44Z 6.2M followers, 149.2K engagements "17. Bayesian Statistics MIT [------] Statistics for Applications Fall [----] View the complete course: http://ocw.mit.edu/18-650F16 Instructor: Philippe Rigollet In this lecture Prof. Rigollet talked about Bayesian approach Bayes rule posterior distribution and non-informative priors. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear regression Bayesian approach Bayes rule posterior distribution prior distribution linear regression Bayesian approach Bayes rule posterior distribution prior distribution" [YouTube Link](https://youtube.com/watch?v=bFZ-0FH5hfs) 2017-08-17T20:51Z 6.2M followers, 269.1K engagements "Lec 3: Matrices; inverse matrices MIT [-----] Multivariable Calculus Fall [----] Lecture 03: Matrices; inverse matrices. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus" [YouTube Link](https://youtube.com/watch?v=bHdzkFrgRcA) 2009-01-16T20:26Z 6.2M followers, 426.8K engagements "Lecture 2: Analysis Methods and Rectifiers MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 In this lecture we first review linear vs. switching regulators. We then introduce definitions and methods for analyzing switching circuits including the Method of Assumed States and Periodic Steady State. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More" [YouTube Link](https://youtube.com/watch?v=bJ1nqEC3i0A) 2024-07-17T16:25Z 6.2M followers, 410.1K engagements "1. Introduction to the Human Brain MIT [----] The Human Brain Spring [----] Instructor: Nancy Kanwisher View the complete course: https://ocw.mit.edu/9-13S19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60IKRN_pFptIBxeiMc0MCJP Prof. Kanwisher tells a true story to introduce the course then covers the why how and what of studying the human brain and gives a course overview. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion" [YouTube Link](https://youtube.com/watch?v=ba-HMvDn_vU) 2021-10-27T14:21Z 6.2M followers, 12.8M engagements "Lec 3: Budget Constraints and Constrained Choice MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb In this lecture Prof. Gruber talks about how consumers make decisions with budget constraints and constrained choice. How do consumers make decisions when they face a limit on their resources Keywords: constrained choice budget constraints consumer preference SNAP License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=c8K_FSLtceQ) 2025-04-02T14:42Z 6.2M followers, 48.4K engagements "21. Eigenvalues and Eigenvectors MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Eigenvalues and Eigenvectors License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=cdZnhQjJu4I) 2019-09-24T20:20Z 6.2M followers, 772.5K engagements "Ses 8: Equities MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu equity common stock dividend discount model risk-adjusted discount rate discounted cash flow dividend yield equity common stock dividend discount model risk-adjusted discount rate discounted cash flow dividend yield" [YouTube Link](https://youtube.com/watch?v=cny-1yDbQno) 2013-05-10T19:06Z 6.2M followers, 293K engagements "10: Generative AI Adapting LLMs with Parameter-Efficient Fine-Tuning MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp Addresses Generative Pretrained Transformers (GPTs) version differences and nuances of training data instruction tuning and adapting base language learning models (LLMs). License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at" [YouTube Link](https://youtube.com/watch?v=d-tngNnaG4U) 2026-01-07T15:01Z 6.2M followers, [----] engagements "Lec 7: Exam [--] review MIT [-----] Single Variable Calculus Fall [----] Hyperbolic functions (cont.) and exam [--] review * Note: the review for the exam in lecture [--] is not comprehensive because the students already have practice exams available to them. Lecture [--] is Exam [--] so no video was recorded. View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity" [YouTube Link](https://youtube.com/watch?v=eHJuAByQf5A) 2009-01-16T22:58Z 6.2M followers, 288.2K engagements "16. Complexity: P NP NP-completeness Reductions MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Erik Demaine In this lecture Professor Demaine introduces NP-completeness. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu NP-complete NP-hard 3SAT subset sum partition NP-complete NP-hard 3SAT subset sum partition" [YouTube Link](https://youtube.com/watch?v=eHZifpgyH_4) 2016-06-13T19:31Z 6.2M followers, 483.6K engagements "Lecture 2: Airplane Aerodynamics MIT [------] Private Pilot Ground School IAP [----] Instructor: Philip Greenspun Tina Srivastava View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture introduced the fundamental knowledge and basic principles of airplane aerodynamics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu lift weight thrust drag Bernoulli's Principle angle of attack ground effect static stability lift weight thrust" [YouTube Link](https://youtube.com/watch?v=edLnZgF9mUg) 2020-04-27T15:52Z 6.2M followers, 3.7M engagements "Necessity of complex numbers MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu complex numbers complex numbers" [YouTube Link](https://youtube.com/watch?v=f079K1f2WQk) 2017-07-05T16:19Z 6.2M followers, 3.8M engagements "Lecture 1: Introduction to Power Electronics MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 The primary function of power electronic circuits is the processing and control of electrical energy. This class discusses the history evolution needs and goals of power electronics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=f7oXhDatwtY) 2024-07-17T16:24Z 6.2M followers, 2.1M engagements "Lecture 1: Introduction to Development Economics MIT [------] Development Economics Fall [----] Instructor: Esther Duflo View the complete course: https://ocw.mit.edu/courses/14-771-development-economics-fall-2021 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61kvh3caDts2R6LmkYbmzaG This video introduces the course. The class discusses the enormous differences in income and other important outcomes around the world. Prof. Duflo previews the main topics of the course. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=fIFB6SBw2lU) 2023-04-05T20:02Z 6.2M followers, 400.3K engagements "Lecture 7: An Extended IS-LM Model MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb Prof. Caballero discusses an extended IS-LM model and introduces the concepts of nominal vs. real interest rates and risk and risk premium. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=fkiWQZPOHXk) 2024-06-27T15:53Z 6.2M followers, 31.4K engagements "Lecture 3: The Goods Market MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this video Prof. Caballero discusses the goods and services markets. Topics include equilibrium output the composition of aggregate determination and the key mechanism of the interaction between demand production and income. License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=fxrwTj2i_S4) 2024-06-27T15:54Z 6.2M followers, 139.3K engagements "14. Causal Inference Part [--] MIT 6.S897 Machine Learning for Healthcare Spring [----] Instructor: David Sontag View the complete course: https://ocw.mit.edu/6-S897S19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j Prof. Sontag discusses causal inference examples of causal questions and how these guide treatment decisions. He explains the Rubin-Neyman causal model as a potential outcome framework. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu causal inference intervention outcome" [YouTube Link](https://youtube.com/watch?v=gRkUhg9Wb-I) 2020-10-22T19:37Z 6.2M followers, 177.9K engagements "Lecture 6: IS-LM continued MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this lecture Prof. Caballero continues his explanation of the the IS-LM model which shows the relationship between interest rates and output in the short run in a closed economy. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=gYgARXwnZTk) 2024-06-27T15:53Z 6.2M followers, 37.9K engagements "Lecture 9: Lambda Functions Tuples and Lists MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB Prof. Bell discusses the variable types tuples and lists and how to use lambda functions. Lambda functions are useful when you need a simple function once. Tuples and lists are indexable sequences of objects. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=h5abkZ_Ch6c) 2024-04-11T14:01Z 6.2M followers, 48K engagements "Lecture 1: Introduction to [-----] Principles of Macroeconomics MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb This lecture covers an introduction to the topic of macroeconomics which is the study of the behavior of an economy as a whole. The instructor also talks about the objectives of the course. License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=heBErnN3ZPk) 2024-06-27T15:54Z 6.2M followers, 695.6K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 18: Definite integrals View the complete course at: http://ocw.mit.edu/18-01F06 Lecture [--] is Exam [--] so no video was recorded. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=hjZhPczMkL4) 2009-08-12T22:30Z 6.2M followers, 249.5K engagements "Ses 4: Present Value Relations III & Fixed-Income Securities I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu inflation purchasing power nominal wealth fixed-income securities liquidity issuer investor intermediary discount bond inflation purchasing power nominal wealth fixed-income securities liquidity issuer investor intermediary discount bond" [YouTube Link](https://youtube.com/watch?v=hyc8h5T76BE) 2013-05-10T19:06Z 6.2M followers, 585.1K engagements "Lecture 01: Why Study Public Finance MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses the importance of studying public finance which is the role of the government in the economy. When should the government intervene How should the government intervene What is the effect of those interventions License: Creative Commons" [YouTube Link](https://youtube.com/watch?v=i30jbbk7yoQ) 2026-02-04T19:32Z 6.2M followers, 64K engagements "1. Introduction and the geometric viewpoint on physics. MIT [-----] General Relativity Spring [----] Instructor: Scott Hughes View the complete course: https://ocw.mit.edu/8-962S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP629n_3fX7HmKKgin_rqGzbx Introduction; the geometric viewpoint on physics. Review of Lorentz transformations and Lorentz-invariant intervals. The 4-vector; basis vectors and vector components. Introduction to component notation. The inner product between two 4-vectors and the metric tensor. License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=iRVfaR3N5K4) 2020-08-26T14:52Z 6.2M followers, 474.1K engagements "3. Divide & Conquer: FFT MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Erik Demaine In this lecture Professor Demaine continues with divide and conquer algorithms introducing the fast fourier transform. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu divide-and-conquer fast fourier transform polynomial multiplication collapsing sample roots of unity divide-and-conquer fast fourier transform polynomial multiplication collapsing sample roots of unity" [YouTube Link](https://youtube.com/watch?v=iTMn0Kt18tg) 2016-03-04T22:12Z 6.2M followers, 363.4K engagements "Ses 9: Forward and Futures Contracts I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu forward contract futures contract financial derivatives illiquidity counterparty risk forward contract futures contract financial derivatives illiquidity counterparty risk" [YouTube Link](https://youtube.com/watch?v=i_pLF9J3QPE) 2013-05-10T19:06Z 6.2M followers, 281.9K engagements "Lecture [--] Signals and Systems: Part II MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Signals and Systems: Part II Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 This video covers the unit step and impulse signals. System properties are discussed including memory invertibility causality stability and time invariance. http://ocw.mit.edu; Creative Commons Attribution-NonCommercial-ShareAlike 3.0; http://ocw.mit.edu/OcwWeb/web/terms/terms; Album photo courtesy of Professor Alan Oppenheim invertibility time-invariance linearity Unit step unit" [YouTube Link](https://youtube.com/watch?v=jGk3w1b7UXQ) 2011-09-07T13:53Z 6.2M followers, 222.1K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Instructor: Prof. David Jerison Derivatives of products quotients sine cosine View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule" [YouTube Link](https://youtube.com/watch?v=kCPVBl953eY) 2009-01-16T23:37Z 6.2M followers, 625.6K engagements "Lec [--] MIT [----] Thermodynamics & Kinetics Spring [----] Lecture 1: State of a system 0th law equation of state. Instructors:Moungi Bawendi Keith Nelson View the complete course at: http://ocw.mit.edu/5-60S08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu thermodynamics kinetics equilibrium macroscopic-systems state-variables law-of-thermodynamics entropy Gibbs-function reaction-rates clapeyron enthalpy clausius adiabatic Hemholtz catalysis oscillators autocatalysis carnot-cycle thermodynamics kinetics equilibrium" [YouTube Link](https://youtube.com/watch?v=kLqduWF6GXE) 2008-12-12T16:19Z 6.2M followers, 1.7M engagements "Linearity and nonlinear theories. Schrdinger's equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linearity nonlinear theories Schrdingers equation linearity nonlinear theories Schrdingers equation" [YouTube Link](https://youtube.com/watch?v=kiuwtaprFjk) 2017-07-05T16:19Z 6.2M followers, 418.8K engagements "1: Introduction to Neural Networks and Deep Learning; Training Deep NNs MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp Introduction and overview of the course covering the history and background of the field. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQ We encourage" [YouTube Link](https://youtube.com/watch?v=kyQ0CRkYhy4) 2026-01-07T15:01Z 6.2M followers, 177.6K engagements "Lecture 5: Operators and the Schrdinger Equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Barton Zwiebach In this lecture Prof. Zwiebach gives a mathematical preliminary on operators. He then introduces postulates of quantum mechanics concerning observables and measurement. The last part of the lecture is devoted to the origins of the Schrdinger equation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu " [YouTube Link](https://youtube.com/watch?v=lMFgfqRZYoc) 2014-06-18T18:50Z 6.2M followers, 759K engagements "Gil Strang's Final [-----] Linear Algebra Lecture Speakers: Gilbert Strang Alan Edelman Pavel Grinfeld Michel Goemans Revered mathematics professor Gilbert Strang capped a 61-year career as a faculty member at MIT by delivering his final [-----] Linear Algebra lecture before retiring at the age of [--]. In addition to a brief review for the course final exam the overflowing audience (both in person and on the live YouTube stream) heard recollections appreciations and congratulations from Prof. Strangs colleagues and former students. A rousing standing ovation concluded this historic event. 0:00 -" [YouTube Link](https://youtube.com/watch?v=lUUte2o2Sn8) 2023-05-15T16:11Z 6.2M followers, 2.9M engagements "L4.4 Dirac equation for the electron and hydrogen Hamiltonian MIT [----] Quantum Physics III Spring [----] Instructor: Barton Zwiebach View the complete course: https://ocw.mit.edu/8-06S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60Zcz8LnCDFI8RPqRhJbb4L L4.4 Dirac equation for the electron and hydrogen Hamiltonian License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu hydrogen atom fine structure Dirac equation hydrogen Hamiltonian hydrogen atom fine structure Dirac equation hydrogen Hamiltonian" [YouTube Link](https://youtube.com/watch?v=lr4HqQ_sLO0) 2019-02-14T14:52Z 6.2M followers, 232.2K engagements "Singular Value Decomposition (the SVD) MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang The SVD factors each matrix into an orthogonal matrix times a diagonal matrix (the singular value) times another orthogonal matrix: rotation times stretch times rotation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu singular value decomposition SVD orthogonal matrix diagonal matrix singular value" [YouTube Link](https://youtube.com/watch?v=mBcLRGuAFUk) 2016-05-06T20:08Z 6.2M followers, 706.2K engagements "Special Lecture: F-22 Flight Controls MIT [------] Private Pilot Ground School IAP [----] Instructor: Randy Gordon View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture featured Lieutenant Colonel Randy Gordon to share experience in flying fighter jet. MUSIC BY [---] SOUND SYSTEM COURTESY OF EZVID WIKI: https://wiki.ezvid.com/ License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu thrust vectoring cockpit air refueling mode pilot" [YouTube Link](https://youtube.com/watch?v=n068fel-W9I) 2021-01-15T19:51Z 6.2M followers, 6.8M engagements "System Dynamics: Systems Thinking and Modeling for a Complex World MIT RES.15-004 System Dynamics: Systems Thinking and Modeling for a Complex World IAP [----] Instructor: James Paine View the complete course: https://ocw.mit.edu/RES-15-004IAP20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63Dur3imUjY08z92ypMphQ3 This one-day workshop explores systems interactions in the real world providing an introduction to the field of system dynamics. It also serves as a preview of the more in-depth coverage available in courses offered at MIT Sloan such as [------] Introduction to" [YouTube Link](https://youtube.com/watch?v=o-Yp8A7BPE8) 2021-11-17T16:18Z 6.2M followers, 334.6K engagements "PyTorch Tutorial MIT [------] Deep Learning Fall [----] Instructor: Jamie Meindl View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This tutorial provides an overview of PyTorch an open-source deep learning framework. Students are expected to have familiarity with programming though not necessarily with PyTorch. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We" [YouTube Link](https://youtube.com/watch?v=o5gPABcGZwc) 2026-02-11T14:39Z 6.2M followers, [----] engagements "Lecture 13: Portfolio Management MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Jake Xia View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This lecture provides a comprehensive overview of portfolio management focusing on the practical aspects of asset allocation risk measurement and investment sizing beyond traditional modern portfolio theory highlighting its limitations and proposing improved" [YouTube Link](https://youtube.com/watch?v=o7OnkMdmjLg) 2025-12-03T15:45Z 6.2M followers, 158.9K engagements "What is Innovation MIT [------] New Enterprises Fall [----] View the complete course: http://ocw.mit.edu/15-390F13 Instructor: Bill Aulet Discussion of the essential difference between invention and innovation and the important role played by commercialization in innovation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu entrepreneurship innovation invention startups commercialization entrepreneurship innovation invention startups commercialization" [YouTube Link](https://youtube.com/watch?v=oD7X3KvJAVk) 2014-04-16T16:05Z 6.2M followers, 415.1K engagements "3. Structures of Amino Acids Peptides and Proteins MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After wrapping up the lecture on lipids Professor Imperiali moves on to discussing amino acids peptides and proteins. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu trans double bond cis double bond semipermeable membrane amino acids heteropolymers peptides" [YouTube Link](https://youtube.com/watch?v=oOya3cFmAMc) 2020-05-12T15:49Z 6.2M followers, 288.3K engagements "Lecture 8: The Labor Market MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb Prof. Caballero discusses labor markets and why they play such a large role in macroeconomics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and" [YouTube Link](https://youtube.com/watch?v=oQ2mTN1_bus) 2024-06-27T15:54Z 6.2M followers, 32.1K engagements "MIT Programmer on GenAI Growth Mindset and Rubber Ducks Learn about Python growth mindset and the uses of rubber ducks in this interview with MIT lecturer Ana Bell. Dr. Bell who has been programming since she was twelve and now teaches popular introductory courses in computer science says that coding consists of almost equal parts creativity and logic. The creative part she explains gets exercised particularly when you have to come up with an algorithm to solve a given problem because for any given complex problem there are many possible approaches to tackling it. The logical part comes into" [YouTube Link](https://youtube.com/watch?v=p8918BiV01c) 2025-05-14T14:00Z 6.2M followers, 91.8K engagements "Lecture 5: IS-LM Model MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this lecture Prof. Caballero explains the IS-LM model which shows the relationship between interest rates and output in the short run in a closed economy. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=qg_HT3CjFI4) 2024-06-27T15:53Z 6.2M followers, 96.3K engagements "6. Singular Value Decomposition (SVD) MIT [------] Matrix Methods in Data Analysis Signal Processing and Machine Learning Spring [----] Instructor: Gilbert Strang View the complete course: https://ocw.mit.edu/18-065S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k Singular Value Decomposition (SVD) is the primary topic of this lecture. Professor Strang explains and illustrates how the SVD separates a matrix into rank one pieces and that those pieces come in order of importance. License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=rYz83XPxiZo) 2019-05-16T16:18Z 6.2M followers, 261.7K engagements "S7SE Special Episode: Collaborating with Community Colleges Speakers: Shira Segal Sarah Hansen Patricia Foley John Francis Fernando Romero Robert Bergman Description: MIT OpenCourseWare has been one of the pioneers of open education leading the way by offering free materials from MIT courses as early as [----] when no other institutions were pursuing comparably ambitious initiatives. But in subsequent years theres been an explosion of activity in open education led by faculty members instructional designers and librarians at institutions throughout the United States and worldwide. In this" [YouTube Link](https://youtube.com/watch?v=rlObIk0Wk2g) 2026-01-14T18:52Z 6.2M followers, [----] engagements "Laser Fundamentals I MIT Understanding Lasers and Fiberoptics Laser Fundamentals I Instructor: Shaoul Ezekiel View the complete course: http://ocw.mit.edu/RES-6-005S08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu lasers fiberoptics fundamentals unique properties simple laser problems types of lasers basics lasers fiberoptics fundamentals unique properties simple laser problems types of lasers basics" [YouTube Link](https://youtube.com/watch?v=saVE7pMhaxk) 2012-03-21T18:59Z 6.2M followers, 386K engagements "1. Artificial Intelligence and Machine Learning MIT RES.LL-005 Mathematics of Big Data and Machine Learning IAP [----] Instructor: Jeremy Kepner Vijay Gadepally View the complete course: https://ocw.mit.edu/RES-LL-005IAP20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V This lecture provided an overview on artificial intelligence and took a deep dive on machine learning including supervised learning unsupervised learning and reinforcement learning. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=t4K6lney7Zw) 2020-06-25T17:31Z 6.2M followers, 702.7K engagements "2. Preferences and Utility Functions MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This video focuses on the demand curve derived from how consumers make choices and the supply curve which is how firms make production decisions. Chapters 00:00 Title slate 00:11 Lecture Start 01:13 Model Assumptions 05:54 Indifference Curves 09:23 Four Properties 13:27 Real Example ( job search ) 15:28 Utility Functions" [YouTube Link](https://youtube.com/watch?v=tCKk22kaZi4) 2020-07-16T23:01Z 6.2M followers, 1.2M engagements "8. Time Series Analysis I MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Peter Kempthorne This is the first of three lectures introducing the topic of time series analysis describing stochastic processes by applying regression and stationarity models. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu time series stationarity Wold representation theorem autoregressive and moving average models accomodating non-stationarity models impulse" [YouTube Link](https://youtube.com/watch?v=uBeM1FUk4Ps) 2015-01-06T18:18Z 6.2M followers, 450.8K engagements "2. Atomic Structure MIT [-----] Principles of Chemical Science Fall [----] View the complete course: https://ocw.mit.edu/5-111F14 Instructor: Catherine Drennan The backscattering experiment of Rutherford is recreated in the classroom setting. Ping pong balls are used to represent alpha particles and Styrofoam balls connected to a series of strings represent nuclei in a piece of gold foil. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Discovery of electron J.J. Thomson Discovery of nucleus Rutherford backscattering experiment" [YouTube Link](https://youtube.com/watch?v=ustfXi-mpkI) 2017-08-03T20:52Z 6.2M followers, 343.9K engagements "Fourier Series MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang A Fourier series separates a periodic function into a combination (infinite) of all cosine and since basis functions. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Fourier transform Fourier series periodic function Laplace transforms Fourier transform Fourier series periodic function Laplace transforms" [YouTube Link](https://youtube.com/watch?v=vA9dfINW4Rg) 2016-05-06T20:08Z 6.2M followers, 567.6K engagements "4. Blockchain Basics & Consensus MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This lecture covers blockchain consensus protocols. Because of the decentralized nature of blockchain technology it is crucial that consensus protocols are used to require that the nodes on the network agree on the same state of a blockchain. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=w7HDA8gUbpQ) 2020-01-23T15:50Z 6.2M followers, 822K engagements "L24.8 Recurrent and Transient States MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: Patrick Jaillet License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Recurrent Transient States Recurrent Transient States" [YouTube Link](https://youtube.com/watch?v=wSQaYn2h-e8) 2018-04-24T16:27Z 6.2M followers, 85.3K engagements "4. Demand Curves and Income/Substitution Effects MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- Prof. Gruber begins the lecture by explaining how to derive demand curves. Other topics covered include elasticity of demand income shifts and effects of a price change. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=x0scPosOsoI) 2020-07-16T23:01Z 6.2M followers, 333.5K engagements "Lecture 1: Introduction to CS and Programming Using Python MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB An introduction to what computation is python basics mathematical operations and python variables and types. We explore python objects and python programs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms" [YouTube Link](https://youtube.com/watch?v=xAcTmDO6NTI) 2024-04-11T14:01Z 6.2M followers, 1.9M engagements "Ses 5: Fixed-Income Securities II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu spot rate interest rate yield curve forward rate future spot rate yield-to-maturity term structure spot rate interest rate yield curve forward rate future spot rate yield-to-maturity term structure" [YouTube Link](https://youtube.com/watch?v=yrmqYNvvIzs) 2013-05-10T19:06Z 6.2M followers, 385.3K engagements "Ses 15: Portfolio Theory III & The CAPM and APT I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu tangency portfolio Sharpe ratio indifference curve risk preference equilibrium supply and demand capital asset pricing model tangency portfolio Sharpe ratio indifference curve risk preference equilibrium supply and demand capital asset pricing model" [YouTube Link](https://youtube.com/watch?v=z2oQe6B1Qa4) 2013-05-10T19:06Z 6.2M followers, 315.5K engagements "Lecture [--] Part II: Introduction of Financial Markets Financial Terms and Concepts MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Jake Xia View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves In this video Jake Xia provides an overview of key financial concepts including market structure types of financial products like stocks bonds derivatives and the roles of various market participants. He also" [YouTube Link](https://youtube.com/watch?v=z4p87TPCnQc) 2025-12-03T15:44Z 6.2M followers, 147K engagements "5. Blockchain Basics & Transactions UTXO and Script Code MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This session covers design featues of blockchain like hash functions append-only timestamped logs and proof-of-work. The professor also covers unspent transcation output (UTXO). License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu cryptography hash functions" [YouTube Link](https://youtube.com/watch?v=zGDTt9Q3vyM) 2020-01-23T15:50Z 6.2M followers, 470.8K engagements "L05.3 Probability Mass Functions MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Probability Mass Functions Probability Mass Functions" [YouTube Link](https://youtube.com/watch?v=zW1_iugJvF0) 2018-04-24T16:30Z 6.2M followers, 150.2K engagements "9. Verification and Validation MIT [------] Fundamentals of Systems Engineering Fall [----] View the complete course: http://ocw.mit.edu/16-842F15 Instructor: Olivier de Weck The focus of this lecture is design verification and validation. Other concepts including design tesing and technical risk management and flight readiness review are also introduced. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu aircraft flight testing spacecraft testing technical risk management risk matrix system safety flight readiness review FRR" [YouTube Link](https://youtube.com/watch?v=-63JXElqPaY) 2017-08-10T16:17Z 6.2M followers, 89.2K engagements "Lecture 1A: Overview and Introduction to Lisp MIT [-----] Structure and Interpretation of Computer Programs Spring [----] Instructor: Harold Abelson Gerald Jay Sussman Julie Sussman View the complete course: https://ocw.mit.edu/6-001S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE18841CABEA24090 Overview and Introduction to Lisp Despite the copyright notice on the screen this course is now offered under a Creative Commons license: BY-NC-SA. Details at http://ocw.mit.edu/terms Subtitles for this course are provided through the generous assistance of Henry Baker Hoofar Pourzand" [YouTube Link](https://youtube.com/watch?v=-J_xL4IGhJA) 2019-08-22T22:17Z 6.2M followers, 381.6K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 15: Differentials antiderivatives View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=-MI0b4h3rS0) 2009-04-15T06:18Z 6.2M followers, 206.7K engagements "R6. Greedy Algorithms MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Amartya Shankha Biswas In this recitation problems related to greedy algorithms are discussed. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Greedy Algorithm process scheduling Greedy Algorithm process scheduling" [YouTube Link](https://youtube.com/watch?v=-QcPo_DWJk4) 2016-03-04T22:12Z 6.2M followers, 89.7K engagements "Group velocity and stationary phase approximation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Group velocity stationary phase approximation Group velocity stationary phase approximation" [YouTube Link](https://youtube.com/watch?v=-UgQEHHXTRM) 2017-07-31T19:53Z 6.2M followers, 106.4K engagements "21. Post Trade Clearing Settlement & Processing MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler leads a discussion on clearing and settlement systems blockchain technology applicability and blockchain technology projects. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu clearing house blockchain common domain model clearing netting settlement" [YouTube Link](https://youtube.com/watch?v=-cZPoqnRZq4) 2020-01-23T15:50Z 6.2M followers, 193.9K engagements "Lec [--]. Representation Learning: Theory MIT [------] Deep Learning Fall [----] Instructor: Jeremy Bernstein View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video explores the theory behind representation learning focusing on architectural inductive biases and the connection between neural networks and Gaussian processes. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=-eC0-5mXHQg) 2026-02-11T14:39Z 6.2M followers, [---] engagements "Lecture 8: Hashing with Chaining MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu dictionary hashing hash functions chaining linked list collisions simple uniform hashing universal hashing dictionary hashing hash functions chaining linked list collisions simple uniform hashing universal hashing" [YouTube Link](https://youtube.com/watch?v=0M_kIqhwbFo) 2013-01-14T20:26Z 6.2M followers, 624.2K engagements "22. Diagonalization and Powers of A MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Diagonalization and Powers of A License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=13r9QY6cmjc) 2009-05-07T04:28Z 6.1M followers, 582.3K engagements "Lecture 1A MIT [-----] Structure and Interpretation [----] Overview and Introduction to Lisp Despite the copyright notice on the screen this course is now offered under a Creative Commons license: BY-NC-SA. Details at http://ocw.mit.edu/terms Subtitles for this course are provided through the generous assistance of Henry Baker Hoofar Pourzand Heather Wood Aleksejs Truhans Steven Edwards George Menhorn and Mahendra Kumar. programming Scheme abstraction recursion iteration object oriented structure interpretation computer programs programming Scheme abstraction recursion iteration object oriented" [YouTube Link](https://youtube.com/watch?v=2Op3QLzMgSY) 2009-04-08T15:51Z 6.2M followers, 992.8K engagements "Total differentials and the chain rule MIT 18.02SC Multivariable Calculus Fall [----] Total differentials and the chain rule Instructor: David Jordan View the complete course: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals" [YouTube Link](https://youtube.com/watch?v=2bF6H_xu0ao) 2011-01-04T05:25Z 6.2M followers, 182.9K engagements "2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp This session introduces various aspects of designing and training deep neural networks using the example of a model for heart disease prediction. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at" [YouTube Link](https://youtube.com/watch?v=3Lr8nVUDCpk) 2026-01-07T15:01Z 6.2M followers, 27.8K engagements "17. Succinct Structures I MIT [-----] Advanced Data Structures Spring [----] View the complete course: http://ocw.mit.edu/6-851S12 Instructor: Erik Demaine Succinct: rank select tries License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu succinct rank select tries succinct rank select tries" [YouTube Link](https://youtube.com/watch?v=3Y2weLDiUWw) 2013-12-18T17:26Z 6.2M followers, 16.3K engagements "Session [--] Part 2: Financial Projections MIT 15.S21 Nuts and Bolts of Business Plans IAP [----] View the complete course: http://ocw.mit.edu/15-S21IAP14 Instructor: Charlie Tillett This portion of the program will introduce some financial projection techniques based on actual business experience. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu financial projection projection techniques business experience funding financing sources angel investor investor bootstrapping venture capital financial projection projection techniques" [YouTube Link](https://youtube.com/watch?v=3vKlYA7vXOk) 2016-07-28T19:07Z 6.2M followers, 59K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 14: Mean value theorem; Inequalities View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=4Q37iOyBq44) 2009-04-15T05:41Z 6.2M followers, 191.9K engagements "Do You Still Need to Learn Python in the Age of AI Ana Bell explains why learning Python still matters even with powerful AI coding tools at our fingertips on the Chalk Radio podcast python intro to python intro to programming AI genAI generative ai mit programming python intro to python intro to programming AI genAI generative ai mit programming" [YouTube Link](https://youtube.com/watch?v=5B4OiFm48Tw) 2025-06-02T15:43Z 6.1M followers, 57.3K engagements "Lec 17: Double integrals in polar coords; applications MIT [-----] Multivariable Calculus Fall [----] Lecture 17: Double integrals in polar coordinates; applications. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem" [YouTube Link](https://youtube.com/watch?v=60e4hdCi1D4) 2009-01-17T06:06Z 6.1M followers, 221.5K engagements "Mega-R5. Support Vector Machines MIT [-----] Artificial Intelligence Fall [----] View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Mark Seifter We start by discussing what a support vector is using two-dimensional graphs as an example. We work Problem [--] of Quiz [--] Fall 2008: identifying support vectors describing the classifier and using a kernel function to project points into a new space. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu support vector machine SVM training classifier kernel space widest street" [YouTube Link](https://youtube.com/watch?v=6nDqY8MPLDM) 2014-01-10T19:40Z 6.2M followers, 62.1K engagements "Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 01: Derivatives slope velocity rate of change *Note: this video was revised raising the audio levels. View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=7K1sB05pE0A) 2009-08-18T18:01Z 6.2M followers, 2.7M engagements "Lec [--]. Scaling Laws MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video covers scaling laws in neural architectures including power laws their limitations theoretical foundations and the concept of critical batch size. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive" [YouTube Link](https://youtube.com/watch?v=7hbf4klU3ks) 2026-02-11T14:39Z 6.2M followers, [---] engagements "31. Amino Acid Metabolism II MIT [----] General Biochemistry Spring [----] Instructor: Matthew Vander Heiden View the complete course: https://ocw.mit.edu/7-05S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62wNcIMfinU64CAfreShjpt Professor Vander Heiden continues the discussion of amino acid metabolism starting with a review of the urea cycle then details glucogenic versus ketogenic amino acid breakdown inborn errors of metabolism amino acid synthesis and one-carbon metabolism. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=7uCfPTwwYIc) 2021-07-19T15:29Z 6.2M followers, 13.3K engagements "18. SNPs & Human genetics MIT [-----] Introductory Biology Fall [----] Instructor: Adam Martin View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Using the example of aniridia which disrupts formation of the iris Professor Martin describes how to clone a gene that's responsible for a disease. He covers the techniques of positional gene cloning genomic mapping cDNA libraries and hybridization. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=83-yKXuRDGc) 2020-05-12T15:50Z 6.2M followers, 31.3K engagements "Lecture 07: Political Economy MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses the promises and pitfalls of representative democracy which is a system of government where citizens elect representatives to make decisions and laws on their behalf rather than directly voting on every issue. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=84uJc4N_LAg) 2026-02-04T19:33Z 6.2M followers, [----] engagements "Entropy MIT RES.TLL-004 STEM Concept Videos View the complete course: http://ocw.mit.edu/RES-TLL-004F13 Instructor: John Lienhard This video begins with observations of spontaneous processes from daily life and then connects the idea of spontaneity to entropy. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu 0:00 Introduction 0:51 Prerequisite Knowledge 1:02 Learning Objectives 1:18 Spontaneous Processes 3:04 2nd Law of Thermodynamics 3:22 What is entropy 3:31 Molecules interact and transfer energy 4:21 Distributing Energy 4:42" [YouTube Link](https://youtube.com/watch?v=870y6GUKbwc) 2013-12-30T21:39Z 6.2M followers, 456.8K engagements "Lec 22: Efficiency and Equity MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb In this lecture Prof. Gruber talks about efficiency and equity socially optimal allocation inequality and sources of economic leakage. Keywords: efficiency equity allocation inequality economic leakage License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=8sgl_wzzQUY) 2025-04-02T14:42Z 6.2M followers, [----] engagements "Lec [--]. Generative Models: Representation Learning Meets Generative Modeling MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video explores the intersection of representation learning and generative modeling focusing on VAEs (Variational Autoencoders) and the use of latent variables. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu" [YouTube Link](https://youtube.com/watch?v=8zzfcYIELdo) 2026-02-11T14:39Z 6.2M followers, [---] engagements "Lecture 06: Cost/Benefit Analysis MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber explains cost/benefit analysis which is a process used to measure the benefits of a decision minus its associated costs to determine whether it is worthwhile. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at" [YouTube Link](https://youtube.com/watch?v=924DTd14d0w) 2026-02-04T19:32Z 6.2M followers, [---] engagements "Lec [--]. Language Models MIT [------] Deep Learning Fall [----] Instructor: Jacob Andreas View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This guest lecture walks through prompting chain-of-thought and instruction-tuning. It focuses on in-context learning with LMs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on" [YouTube Link](https://youtube.com/watch?v=9GWd3SAWLbA) 2026-02-11T14:39Z 6.2M followers, [---] engagements "L2.3 Degenerate Perturbation theory: Example and setup MIT [----] Quantum Physics III Spring [----] Instructor: Barton Zwiebach View the complete course: https://ocw.mit.edu/8-06S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60Zcz8LnCDFI8RPqRhJbb4L L2.3 Degenerate Perturbation theory: Example and setup License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu time independent perturbation theory degenerate perturbation theory time independent perturbation theory degenerate perturbation theory" [YouTube Link](https://youtube.com/watch?v=9JhX_UNcQvE) 2019-02-14T14:56Z 6.2M followers, 63.9K engagements "Lecture 5: Binary Search Trees BST Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Srini Devadas License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu binary search tree BST node key parent child subtree insert delete scheduling reservation system binary search tree BST node key parent child subtree insert delete scheduling reservation system" [YouTube Link](https://youtube.com/watch?v=9Jry5-82I68) 2013-01-14T20:26Z 6.2M followers, 638.6K engagements "Lecture 20: Taxation and Labor Supply MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p n this lecture Prof. Gruber talks about how taxation affects labor supply. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and" [YouTube Link](https://youtube.com/watch?v=9ZsLKIlEANc) 2026-02-04T19:32Z 6.2M followers, [---] engagements "Lec [--] MIT 14.01SC Principles of Microeconomics Lecture 4: Preferences and Utility Instructor: Jon Gruber [-----] students View the complete course: http://ocw.mit.edu/14-01SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu elasticity revenue empirical economics demand elasticity supply elasticity elasticity revenue empirical economics demand elasticity supply elasticity" [YouTube Link](https://youtube.com/watch?v=9kH0x7V_0Ig) 2012-01-24T22:00Z 6.1M followers, 352.9K engagements "L09.10 Joint CDFs MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Joint CDFs Joint CDFs" [YouTube Link](https://youtube.com/watch?v=AVVbUKstn8A) 2018-04-24T16:36Z 6.2M followers, 47K engagements "Lecture 14: Depth-First Search (DFS) Topological Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu graphs graph search depth first search DFS edge classification cycle detection job scheduling topological sort graphs graph search depth first search DFS edge classification cycle detection job scheduling topological sort" [YouTube Link](https://youtube.com/watch?v=AfSk24UTFS8) 2013-01-14T20:26Z 6.2M followers, 477K engagements "Basis and Dimension MIT 18.06SC Linear Algebra Fall [----] Basis and Dimension Instructor: Ana Rita Pires View the complete course: http://ocw.mit.edu/18-06SCF11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear algebra basis and dimension linear algebra basis and dimension" [YouTube Link](https://youtube.com/watch?v=AqXOYgpbMBM) 2011-12-09T16:33Z 6.1M followers, 527.9K engagements "5. Carbohydrates and Glycoproteins MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Professor Imperiali begins with a wrap-up of the previous lecture on enzymes and then moves on to discussing carbohydrates. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu free energy exergonic reaction endergonic reaction anabolic catabolic carbohydrates triose free energy" [YouTube Link](https://youtube.com/watch?v=CALYA11terw) 2020-05-12T15:45Z 6.2M followers, 81.2K engagements "Lecture 9: Principal Component Analysis in Finance MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Stefan Andreev View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This lecture features a detailed guest lecture by Stefan Andreev on Principal Component Analysis (PCA) and its critical applications in quantitative finance especially in modeling the U.S. bond market. The lecture explains PCAs" [YouTube Link](https://youtube.com/watch?v=CechARGinR4) 2025-12-03T15:44Z 6.1M followers, [----] engagements "Lec [--]. Hacker's Guide to Deep Learning MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video shares practical tips and opinionated anecdotes on how to effectively train deep neural networks and get them to perform as intended. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage" [YouTube Link](https://youtube.com/watch?v=DC2Hw9DiLCg) 2026-02-11T14:39Z 6.2M followers, [----] engagements "Lecture 08: Local Public Goods and Fiscal Federalism MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses applications of public good theory specifically fiscal federalism. Fiscal federalism is a system that defines the financial relationships between different levels of government. License: Creative Commons BY-NC-SA More" [YouTube Link](https://youtube.com/watch?v=DIgqgbsg2dw) 2026-02-04T19:33Z 6.2M followers, [----] engagements "22. Trade Finance & Supply Chain MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler explores trade finance its attributes and the significant activity of blockchain technology behind it. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu trade finance blockchain projects supply chain management verification identity trade finance blockchain projects" [YouTube Link](https://youtube.com/watch?v=DsSzQfejwMk) 2020-01-23T15:50Z 6.2M followers, 137.7K engagements "Lec [--]. Generalization Theory MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video covers basic generalization theory exploring overparameterization double descent and the limitations of VC dimension. It also discusses the role of inductive biases in deep learning. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at" [YouTube Link](https://youtube.com/watch?v=EiO8BBa-xdc) 2026-02-11T14:39Z 6.2M followers, [---] engagements "3. Multiplication and Inverse Matrices MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Multiplication and Inverse Matrices License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010" [YouTube Link](https://youtube.com/watch?v=FX4C-JpTFgY) 2009-05-07T04:09Z 6.1M followers, 1.8M engagements "Lecture 21: Taxation and Savings MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Jon Gruber discusses tax incentives for retirement savings. Adults are encouraged to save for their retirements using four tools: 1) Employer pensions; 2) 401(k) accounts; 3) IRA accounts; and 4) SEP-IRA. License: Creative Commons BY-NC-SA More information at" [YouTube Link](https://youtube.com/watch?v=GtVwgui6qAg) 2026-02-04T19:32Z 6.2M followers, [----] engagements "Lecture 10: Social Insurance Theory MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber talks about inequality and government transfer programs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and" [YouTube Link](https://youtube.com/watch?v=HrNxI5KqqiQ) 2026-02-04T19:33Z 6.2M followers, [---] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@mitocw MIT OpenCourseWare
MIT OpenCourseWare posts on YouTube about finance, theory, science, systems the most. They currently have [---------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.
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Social Influence
Social category influence finance 17.81% technology brands 1.27% countries 1.02% currencies 1.02% automotive brands 0.76% social networks 0.76% cryptocurrencies 0.51% nfl 0.51% travel destinations 0.25%
Social topic influence finance #2781, theory #3211, science 5.6%, systems #2017, derivatives 4.58%, topics 4.33%, deep 3.82%, money 3.31%, blockchain #1950, gary gensler #15
Top accounts mentioned or mentioned by @thephysicsmathswizard
Top assets mentioned Bitcoin (BTC)
Top Social Posts
Top posts by engagements in the last [--] hours
"Integration by completing the square MIT 18.01SC Single Variable Calculus Fall [----] Integration by completing the square Instructor: Christine Breiner View the complete course: http://ocw.mit.edu/18-01SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu differentiation of functions integration of functions limits continuity differentiation rules extremum problems definite integration indefinite integration techniques of integration improper integrals l'Hopital's rule differentiation of functions integration of functions"
YouTube Link 2011-01-08T04:23Z 6.2M followers, 3.1M engagements
"Lec [--] MIT 9.00SC Introduction to Psychology Spring [----] Lecture 1: Introduction Instructor: John Gabrieli View the complete course: http://ocw.mit.edu/9-00SCS11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu perception optical illusion visual memory visual attention listening automaticity thinking feeling acting introduction to psychology mit introduction to psychology perception optical illusion visual memory visual attention listening automaticity thinking feeling acting introduction to psychology mit introduction to"
YouTube Link 2012-05-01T18:55Z 6.2M followers, 3.4M engagements
"2. Money Ledgers & Bitcoin MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn In this lecture Prof. Gensler discusses the history of money ledgers fiat currency central banking early digital money and mobile payments. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu money ledgers fiat currency central banking credit cards digital money cryptography money"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 1.9M engagements
"Lecture 2: Cantor's Theory of Cardinality (Size) MIT 18.100A Real Analysis Fall [----] Instructor: Dr. Casey Rodriguez View the complete course: http://ocw.mit.edu/courses/18-100a-real-analysis-fall-2020/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61O7HkcF7UImpM0cR_L2gSw What does it mean for one set to be bigger than another Defining injections surjections bijections and cardinality and showing the countability of the rationals. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2022-06-21T14:38Z 6.2M followers, 126K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Exponential and log; Logarithmic differentiation; hyperbolic functions Note: More on "exponents continued" in lecture [--] View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule"
YouTube Link 2009-01-16T23:59Z 6.2M followers, 388.6K engagements
"Ses 6: Fixed-Income Securities III MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu arbitrage leverage short-selling mispricing fixed-income arbitrage interest-rate risk Macaulay duration convexity arbitrage leverage short-selling mispricing fixed-income arbitrage interest-rate risk Macaulay duration convexity"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 218K engagements
"1. Introduction for 15.S12 Blockchain and Money Fall [----] MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This lecture provides an introduction to the course and to blockchain technology. Chapters 0:00 Title slates 0:20 Welcome; course introduction 4:15 Readings for class 5:13 A history lesson to give context 9:22 Cryptography is communication in the presence of adversaries 12:14 List of digital currencies that failed"
YouTube Link 2020-01-23T15:51Z 6.2M followers, 7.2M engagements
"Lecture 28: EMI Filters Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 Ripple and EMI Filtering are important to prevent interference with other circuitry (e.g. a power supply with an improperly designed EMI filter can easily interfere with radios televisions etc. in the vicinity). Here we introduce basic considerations and requirements of EMI filtering. License: Creative"
YouTube Link 2024-07-17T16:24Z 6.2M followers, 42.1K engagements
"Lecture 1: Algorithmic Thinking Peak Finding MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Srini Devadas License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu algorithm analysis scalability peak finding divide and conquer recurrence relation complexity asymptotic complexity greedy ascent algorithm analysis scalability peak finding divide and conquer recurrence relation complexity asymptotic complexity greedy ascent"
YouTube Link 2013-01-14T20:26Z 6.2M followers, 6M engagements
"Lecture [--] Introduction MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Introduction Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu sinusoidal signals periodicity systems discrete-time Mathematical representation Transformation independent variable signal reflection time shifts scaling real and complex exponentials sinusoidal signals periodicity systems discrete-time Mathematical representation Transformation independent variable"
YouTube Link 2012-04-17T19:43Z 6.2M followers, 497.8K engagements
"4. Hashing MIT [-----] Introduction to Algorithms Spring [----] Instructor: Jason Ku View the complete course: https://ocw.mit.edu/6-006S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63EdVPNLG3ToM6LaEUuStEY Hashing allows for faster search and dynamic operations on data structures arrays and sorted arrays. This lecture discusses comparison models decision trees and hash functions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and"
YouTube Link 2021-09-13T16:19Z 6.2M followers, 400.3K engagements
"2. Elimination with Matrices. MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Elimination with Matrices. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2009-05-07T04:00Z 6.2M followers, 3.1M engagements
"Compton Scattering MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Compton Scattering Compton Scattering"
YouTube Link 2017-07-05T16:23Z 6.2M followers, 195.9K engagements
"Lecture 1: Introduction to Superposition MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams discusses a series of thought experiments involving "box apparatus" to illustrate the concepts of uncertainty and superposition which are central to quantum mechanics. The first ten minutes are devoted to course information. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu physics quantum mechanics superposition electrons experiment probability"
YouTube Link 2014-06-18T18:53Z 6.2M followers, 8.8M engagements
"16.2.4 Building the MMU MIT [-----] Computation Structures Spring [----] Instructor: Chris Terman View the complete course: https://ocw.mit.edu/6-004S17 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62WVs95MNq3dQBqY2vGOtQ2 16.2.4 Building the MMU License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu memory-management unit memory-management unit"
YouTube Link 2019-07-12T18:35Z 6.2M followers, 12.8K engagements
"Ses 13: Risk and Return II & Portfolio Theory I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu U.S. stocks stock return volatility the size effect the January effect value premium momentum portfolio portfolio weights mean-variance analysis U.S. stocks stock return volatility the size effect the January effect value premium momentum portfolio portfolio weights mean-variance analysis"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 618.4K engagements
"Level curves MIT 18.02SC Multivariable Calculus Fall [----] Level curves Instructor: David Jordan View the complete course: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals"
YouTube Link 2011-01-04T05:07Z 6.2M followers, 400.8K engagements
"13. Payments Part [--] MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler Alin Dragos View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler discusses major trends in payment systems lessons that can be learned from non-blockchain payment innovations and the challenges and opportunities in current payment system architecture. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu blockchain payment mobile apps"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 186.4K engagements
"Lec [--] MIT 9.00SC Introduction to Psychology Spring [----] Lecture 4: Brain II: Methods of Research Instructor: John Gabrieli View the complete course: http://ocw.mit.edu/9-00SCS11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu lesion neural stimulation TMS recording structure vs. function CT DTI EEG MEG PET fMRI lesion neural stimulation TMS recording structure vs. function CT DTI EEG MEG PET fMRI"
YouTube Link 2012-05-01T18:55Z 6.2M followers, 264.2K engagements
"Rec [--] MIT [------] Computational Science and Engineering I Fall [----] Recitation 1: Key ideas of linear algebra License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear algebra networks Lagrange multipliers differential equations of equilibrium Laplace's equation potential flow boundary-value problems Fourier series discrete transform convolution linear algebra networks Lagrange multipliers differential equations of equilibrium Laplace's equation potential flow boundary-value problems Fourier series discrete transform convolution"
YouTube Link 2009-02-25T18:30Z 6.2M followers, 354.7K engagements
"Lecture 2: Linear Algebra MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Peter Kempthorne View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves The lecture introduces linear algebra with a focus on its applications in quantitative finance covering vector and matrix fundamentals portfolio valuation and concepts like short selling arbitrage and contingent claims. It further explores stochastic matrices"
YouTube Link 2025-12-03T15:44Z 6.2M followers, 22.7K engagements
"More on superposition. General state of a photon and spin states MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu superposition photon spin states superposition photon spin states"
YouTube Link 2017-07-05T16:19Z 6.2M followers, 238.2K engagements
"Lec 10: Second derivative test; boundaries & infinity MIT [-----] Multivariable Calculus Fall [----] Lecture 10: Second derivative test; boundaries and infinity. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals"
YouTube Link 2009-01-17T00:19Z 6.2M followers, 234K engagements
"Ses 3: Present Value Relations II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu perpetuity annuity opportunity cost annuity discount factor interest rate growth rate annual percentage rate effective annual rate perpetuity annuity opportunity cost annuity discount factor interest rate growth rate annual percentage rate effective annual rate"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 554.4K engagements
"1. Periodic Oscillations Harmonic Oscillators MIT 8.03SC Physics III: Vibrations and Waves Fall [----] View the complete course: https://ocw.mit.edu/8-03SCF16 Instructor: Yen-Jie Lee In this lecture Prof. Lee discusses the mathematical description of the periodic oscillation and simple harmonic oscillators. The first [--] minutes are devoted to course information. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Periodic motion simple harmonic oscillators Hooke's Law Periodic motion simple harmonic oscillators Hooke's Law"
YouTube Link 2018-04-18T20:47Z 6.2M followers, 205K engagements
"20. Cell Signaling [--] Overview MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After completing the topic of protein trafficking Professor Imperiali introduces cell signaling. In the first of two lectures on this topic she covers the paradigms and mechanics of cell signaling. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu mis-folding chaperones ubiquitination"
YouTube Link 2020-05-12T15:46Z 6.2M followers, 94.5K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Implicit differentiation inverses View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule"
YouTube Link 2009-01-16T22:58Z 6.2M followers, 409.7K engagements
"PS.2.2 Worked Example - Stacked Blocks - Free Body Diagrams and Applying Newtons 2nd Law MIT [----] Classical Mechanics Fall [----] View the complete course: http://ocw.mit.edu/8-01F16 Instructor: Dr. Peter Dourmashkin License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Newton's laws sliding block friction Newton's laws sliding block friction"
YouTube Link 2017-06-02T18:11Z 6.2M followers, 146K engagements
"Lecture 5: Intro to DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 This class introduces DC-DC power conversion including methods for analyzing DC-DC converters in periodic steady state. Buck and boost converters are introduced as examples. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW"
YouTube Link 2024-07-17T16:25Z 6.2M followers, 119.3K engagements
"Lec [--]. Introduction to Deep Learning MIT [------] Deep Learning Fall [----] Instructor: Sara Beery View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video provides a course overview and introduces deep neural networks covering their fundamental concepts and basic building blocks. It sets the stage for understanding how these models work and what components they are built from. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More"
YouTube Link 2026-02-11T14:39Z 6.2M followers, 102.2K engagements
"Special Lecture: The How and the Why of IFR MIT [------] Private Pilot Ground School IAP [----] Instructor: Tina Srivastava View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture discussed the instrument flight rules and instrument meterological conditions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu IFR IMC pre-flight planning flight instruction safety pilot radio cross-check IFR IMC pre-flight planning flight"
YouTube Link 2020-04-27T15:52Z 6.2M followers, 101.7K engagements
"Lecture [--] Signals and Systems: Part [--] MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Signals and Systems: Part I Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 This lecture covers mathematical representation of signals and systems including transformation of variables and basic properties of common signals. http://ocw.mit.edu; Creative Commons Attribution-NonCommercial-ShareAlike 3.0; http://ocw.mit.edu/OcwWeb/web/terms/terms; Album photo courtesy of Professor Alan Oppenheim sinusoidal signals periodicity systems discrete-time time shifts and"
YouTube Link 2011-09-07T13:16Z 6.2M followers, 441K engagements
"1. Radiation History to the Present Understanding the Discovery of the Neutron MIT [-----] Introduction to Nuclear Engineering and Ionizing Radiation Fall [----] Instructor: Michael Short View the complete course: https://ocw.mit.edu/22-01F16 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61FVzAxBP09w2FMQgknTOqu A brief summary of the discovery of forms of ionizing radiation up to the [----] discovery of the neutron. We introduce mass-energy equivalence for the first time and explain how these cutting-edge experiments (for their time) conclusively proved the existence of"
YouTube Link 2019-09-20T18:58Z 6.2M followers, 529.5K engagements
"An Interview with Gilbert Strang on Teaching Linear Algebra MIT 18.06SC Linear Algebra Fall [----] Instructor: Gilbert Strang Sarah Hansen View the complete course: https://ocw.mit.edu/18-06SCF11 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63uMA4q8GaU6Eg5nzeOc8tx In this video Professor Gilbert Strang shares how he infuses linear algebra with a sense of humanity as a way to engage students in learning mathematics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010"
YouTube Link 2019-08-19T11:25Z 6.2M followers, 1.4M engagements
"Lec 11: Differentials; chain rule MIT [-----] Multivariable Calculus Fall [----] Lecture 11: Differentials; chain rule. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus"
YouTube Link 2009-01-16T23:59Z 6.2M followers, 232.1K engagements
"32. Infectious Disease Viruses and Bacteria MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 This lecture covers microorganisms and some of the threats they pose to human health such as infectious diseases. Professor Imperiali also discusses antibiotics and the mechanisms by which bacteria become resistant. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu ESKAPE"
YouTube Link 2020-05-12T15:44Z 6.2M followers, 102.7K engagements
"Photons and the loss of determinism MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu photons loss of determinism photons loss of determinism"
YouTube Link 2017-07-05T16:19Z 6.2M followers, 1.3M engagements
"3: Deep Learning for Computer Vision Building Convolutional Neural Networks from Scratch MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp A recap of training flow is given then the rest of the session walks through the steps of building a deep neural network in Colab. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at"
YouTube Link 2026-01-07T15:01Z 6.2M followers, 19.6K engagements
"16. Portfolio Management MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Jake Xia This lecture focuses on portfolio management including portfolio construction portfolio theory risk parity portfolios and their limitations. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu portfolio construction portfolio theory risk parity portfolios portfolio construction portfolio theory risk parity portfolios"
YouTube Link 2015-01-06T18:18Z 6.2M followers, 6M engagements
"Lec 1: Introduction to Principles of Microeconomics and Supply & Demand MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb Prof. Gruber introduces the class by explaining microeconomics as the study of individuals and firms who make themselves as well off as possible in a world full of scarcity. He then explains the core concepts of supply and demand. Keywords: microeconomics scarcity constrained optimization supply"
YouTube Link 2025-04-02T14:42Z 6.2M followers, 375.9K engagements
"7. Value At Risk (VAR) Models MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Kenneth Abbott This is an applications lecture on Value At Risk (VAR) models and how financial institutions manage market risk. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu value at risk models risk management Monte Carlo simulation variance standard deviation covariance matrix correlation value at risk models risk management Monte Carlo simulation"
YouTube Link 2015-01-06T18:18Z 6.2M followers, 576.1K engagements
"Laplace Transform: First Order Equation MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang Transform each term in the linear differential equation to create an algebra problem. You can transform the algebra solution back to the ODE solution. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Laplace transform first order equation linear differential equation Laplace transform first order equation"
YouTube Link 2016-05-06T20:08Z 6.2M followers, 333.1K engagements
"1. Introduction Finite Automata Regular Expressions MIT 18.404J Theory of Computation Fall [----] Instructor: Michael Sipser View the complete course: https://ocw.mit.edu/18-404JF20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60_JNv2MmK3wkOt9syvfQWY Introduction; course outline mechanics and expectations. Described finite automata their formal definition regular languages regular operations and regular expressions. Proved that the class of regular languages is closed under union. Started proving closure under concatenation. License: Creative Commons BY-NC-SA More"
YouTube Link 2021-10-06T12:48Z 6.2M followers, 532.2K engagements
"Introduction to System Dynamics: Overview MIT [------] Introduction to System Dynamics Fall [----] View the complete course: http://ocw.mit.edu/15-871F13 Instructor: John Sterman Professor John Sterman introduces system dynamics and talks about the course. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu system dynamics modeling business dynamics feedback loops management systems thinking system dynamics modeling business dynamics feedback loops management systems thinking"
YouTube Link 2014-07-28T17:02Z 6.2M followers, 438.8K engagements
"0.3 Coordinate Systems and Unit Vectors MIT [----] Classical Mechanics Fall [----] View the complete course: http://ocw.mit.edu/8-01F16 Instructor: Dr. Michelle Tomasik License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu vectors coordinate systems unit vectors vectors coordinate systems unit vectors"
YouTube Link 2017-06-02T18:09Z 6.2M followers, 75.7K engagements
"1. Introduction Optimization Problems (MIT [------] Intro to Computational Thinking and Data Science) MIT [------] Introduction to Computational Thinking and Data Science Fall [----] View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag Prof. Guttag provides an overview of the course and discusses how we use computational models to understand the world in which we live in particular he discusses the knapsack problem and greedy algoriths. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu optimization python"
YouTube Link 2017-05-19T15:55Z 6.2M followers, 622.7K engagements
"The nature of superposition. Mach-Zehnder interferometer MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu superposition Mach-Zehnder interferometer superposition Mach-Zehnder interferometer"
YouTube Link 2017-07-05T16:23Z 6.2M followers, 366.9K engagements
"Step Function and Delta Function MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang A unit step function jumps from [--] to [--]. Its slope is a delta function: zero everywhere except infinite at the jump. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu step function delta function linear equation first order equation step function delta function linear equation first order equation"
YouTube Link 2016-05-06T20:08Z 6.2M followers, 239.9K engagements
"Lec [--] MIT [-----] Chemistry Laboratory Techniques IAP [----] TLC - The Basics Thin-layer chromatography is the most commonly used analytical technique in many research labs. This video walks you through every step from setting up a developing chamber to calculating Rf values. View the complete course: http://ocw.mit.edu/5-301IAP04 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu mit opencourseware chemistry laboratory purification extraction transfer chromatography experiment spectraoscopy mit opencourseware chemistry laboratory"
YouTube Link 2008-02-14T19:47Z 6.2M followers, 228.7K engagements
"2. Divide & Conquer: Convex Hull Median Finding MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Srinivas Devadas In this lecture Professor Devadas introduces divide-and-conquer algorithms and problems that can be solved using divide-and-conquer approaches. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu divide-and-conquer convex hull median finding divide-and-conquer convex hull median finding"
YouTube Link 2016-03-04T22:12Z 6.2M followers, 225.4K engagements
"Lecture 6: AVL Trees AVL Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu AVL tree rotation insert abstract data type data structure balanced binary search tree balanced BST AVL tree rotation insert abstract data type data structure balanced binary search tree balanced BST"
YouTube Link 2013-01-14T20:26Z 6.2M followers, 702.7K engagements
"30. Immunology [--] Diversity Specificity & B cells MIT [-----] Introductory Biology Fall [----] Instructor: Adam Martin View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Professor Martin introduces the topic of immunity defined as resistance to disease based on prior exposure. Beginning with vaccines as an example he gives an overview of the immune system followed by its properties of specificity diversity and memory. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More"
YouTube Link 2020-05-12T15:45Z 6.2M followers, 163.8K engagements
"Entanglement MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Entanglement Entanglement"
YouTube Link 2017-07-05T16:20Z 6.2M followers, 248.3K engagements
"23. Differential Equations and exp(At) MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Differential Equations and exp(At) License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2009-05-07T05:24Z 6.2M followers, 405.5K engagements
"26. Chernobyl How It Happened MIT [-----] Introduction to Nuclear Engineering and Ionizing Radiation Fall [----] Instructor: Michael Short View the complete course: https://ocw.mit.edu/22-01F16 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61FVzAxBP09w2FMQgknTOqu Using all the information from the course thus far we explain how the Chernobyl accident happened from a technical point of view (and briefly explain the failings of Soviet culture which led to the cascading human errors). The RBMK design is shown to have positive feedback coefficients a physically dangerous situation"
YouTube Link 2019-09-20T18:58Z 6.2M followers, 3.3M engagements
"1. The Geometry of Linear Equations MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. The Geometry of Linear Equations License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2019-09-24T20:20Z 6.2M followers, 2.5M engagements
"Ses 14: Portfolio Theory II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu portfolio rate of return mean variance covariance matrix correlation systematic risk efficient frontier minimum-variance boundary portfolio rate of return mean variance covariance matrix correlation systematic risk efficient frontier minimum-variance boundary"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 239.7K engagements
"Lecture 25: Plotting MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB Sooner or later everyone needs to produce plots because they help us visualize data to see trends and pose computational questions to probe. Python libraries for plotting and numerical and stochastic computation are explored. License: Creative Commons BY-NC-SA More information"
YouTube Link 2024-04-11T14:02Z 6.2M followers, 25.9K engagements
"12. Carbohydrates/Introduction to Membranes MIT [----] General Biochemistry Spring [----] Instructor: Matthew Vander Heiden View the complete course: https://ocw.mit.edu/7-05S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62wNcIMfinU64CAfreShjpt In this pre-COVID-19 pandemic lecture of [----] Professor Vander Heiden discusses two classes of biomolecules: carbohydrates and lipids including their nomenclature structures and properties. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2021-07-19T15:31Z 6.2M followers, 173.9K engagements
"AI [---] with Brandon Leshchinskiy MIT RES.6-013 Neuroscience and Behavior Fall [----] Instructor: Brandon Leshchinskiy View the complete course: http://ocw.mit.edu/courses/res-6-013-ai-101-fall-2021/ This is a video of Brandon Leshchinskiy's presentation "AI 101" which provides an introductory overview of the application of artificial intelligence in solving real-world problems: which tasks machine learning handles well how it works and what its shortcomings are. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2022-05-20T17:38Z 6.2M followers, 125.8K engagements
"4. Assembly Language & Computer Architecture MIT [-----] Performance Engineering of Software Systems Fall [----] Instructor: Charles Leiserson View the complete course: https://ocw.mit.edu/6-172F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63VIBQVWguXxZZi0566y7Wf Prof. Leiserson walks through the stages of code from source code to compilation to machine code to hardware interpretation and finally to execution. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu assembly floating point vector hardware computer"
YouTube Link 2019-09-23T17:41Z 6.2M followers, 835.1K engagements
"Lec [--] MIT 6.042J Mathematics for Computer Science Fall [----] Lecture 1: Introduction and Proofs Instructor: Tom Leighton View the complete course: http://ocw.mit.edu/6-042JF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu proof axiom proposition lemma predicate factoring coloring truth table implication proof axiom proposition lemma predicate factoring coloring truth table implication"
YouTube Link 2012-12-31T14:19Z 6.2M followers, 2.7M engagements
"Power Series/Euler's Great Formula Power Series/Euler's Great Formula Instructor: Gilbert Strang http://ocw.mit.edu/highlights-of-calculus License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Power Series Euler's Formula Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare Power Series Euler's Formula Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare"
YouTube Link 2010-09-16T04:11Z 6.2M followers, 330.6K engagements
"Ses 16: The CAPM and APT II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu capital market line security market line tangency portfolio risk law of large numbers capital market line security market line tangency portfolio risk law of large numbers"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 157.8K engagements
"Lecture 7: DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 In this lecture we show how the device and passive component ratings of a converter may be analyzed describe techniques for modeling converter ripple and relate this to component selection. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu"
YouTube Link 2024-07-17T16:24Z 6.2M followers, 54.8K engagements
"6. Monte Carlo Simulation MIT [------] Introduction to Computational Thinking and Data Science Fall [----] View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag Prof. Guttag discusses the Monte Carlo simulation Roulette License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Ulaf stochastic random probability independent variables dependent variables inferential statistics random sample population variance standard deviation empirical rule Ulaf stochastic random probability independent variables dependent"
YouTube Link 2017-05-19T14:22Z 6.2M followers, 2.3M engagements
"16. Thermodynamics: Gibbs Free Energy and Entropy MIT [-----] Principles of Chemical Science Fall [----] View the complete course: https://ocw.mit.edu/5-111F14 Instructor: Catherine Drennan If you mix two compounds together will they react spontaneously How do you know Find out the key to spontaneity in this lecture. Also what does Robert Frosts poetry have to do with entropy and how can you prepare toothpaste for an elephant Find out. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Gibbs free energy entropy thermodynamics free"
YouTube Link 2017-08-03T20:52Z 6.2M followers, 189.1K engagements
"10. Welfare Economics MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This lecture covers the fundamentals of welfare economics including how competition maximizes welfare and government interventions. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and"
YouTube Link 2020-07-16T23:01Z 6.2M followers, 142.2K engagements
"Lec [--] MIT [----] Introduction to Computer Science and Programming Fall [----] Lecture 2: Operators and operands; statements; branching conditionals and iteration Instructors: Prof. Eric Grimson Prof. John Guttag View the complete course at: http://ocw.mit.edu/6-00F08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu computer programming Python science computation problem solving recursion binary search classes inheritance libraries algorithms optimization problems modules simulation big-O-notation control flow exceptions building"
YouTube Link 2009-08-20T04:31Z 6.2M followers, 1.3M engagements
"MIT Economist Explains the NFLs Legal Cartel Economist Jonathan Gruber explains how the NFL operates as a legal cartelselling national broadcast rights as a single entity limiting competition and driving up costs for viewers. View the full lecture https://youtu.be/omeBIMSJ89ksi=IJLUuzcFoD1V_nsP nfl football economics monopolies monopoly antitrust anti-trust anti-trust exemption the national football league new york jets new york giants competition competitive market nfl football economics monopolies monopoly antitrust anti-trust anti-trust exemption the national football league new york jets"
YouTube Link 2025-09-08T13:00Z 6.2M followers, 393K engagements
"Lecture 4: Sequences; Convergence MIT 18.100B Real Analysis Spring [----] Instructor: Tobias Holck Colding View the complete course: https://ocw.mit.edu/courses/18-100b-real-analysis-spring-2025/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62Ie7F_tTAhhXoX5_Cl8meG We introduce in this lecture the key concept of a sequence and what it means for a sequence to be convergent. We also show the first basic properties of converging sequences as well define the notion of a subsequence. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2025-09-02T14:18Z 6.2M followers, [----] engagements
"Ses 12: Options III & Risk and Return I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu binomial option-pricing model Bernoulli trial Black-Scholes formula correlation return expected return excess return risk premium binomial option-pricing model Bernoulli trial Black-Scholes formula correlation return expected return excess return risk premium"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 144.8K engagements
"4. Enzymes & Metabolism MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After a brief re-cap of the last lecture Professor Imperiali continues with amino acids peptides and proteins with a focus on a protein variant that is the cause of sickle cell anaemia. She then introduces enzymes for the remainder of class. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu"
YouTube Link 2020-05-12T15:45Z 6.2M followers, 121.1K engagements
"6. Costs MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This lecture continues the discussion about producer theory and covers short-run cost curves and long-run cost curves. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on OCWs YouTube and"
YouTube Link 2020-07-16T23:01Z 6.2M followers, 235.5K engagements
"28. Similar Matrices and Jordan Form MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Similar Matrices and Jordan Form License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2019-09-24T20:20Z 6.2M followers, 149.2K engagements
"Lecture 6: Time Evolution and the Schrdinger Equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams begins with summarizing the postulates of quantum mechanics that have been introduced so far. He then discusses properties of the Schrodinger equation and methods of solving the equation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2014-06-18T18:50Z 6.2M followers, 694.4K engagements
"29. Singular Value Decomposition MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Singular Value Decomposition License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2019-09-24T20:20Z 6.2M followers, 191.9K engagements
"Big Picture: Derivatives Calculus finds the relationship between the distance traveled and the speed - easy for constant speed not so easy for changing speed. Professor Strang is finding the "rate of change" and the "slope of a curve" and the "derivative of a function." View the complete course at: http://ocw.mit.edu/highlights-of-calculus Chapters: 00:00 Intro 00:24 Relationship Between Functions: Speed & Distance Height & Slope 03:40 Slope of the Great Functions of Calculus: y = xn y = sin x y = ex 08:47 Example: What does slope mean y = x2 25:05 Example: What does slope mean y = sin x"
YouTube Link 2010-05-05T15:48Z 6.2M followers, 391.6K engagements
"2. Introduction to tensors. MIT [-----] General Relativity Spring [----] Instructor: Scott Hughes View the complete course: https://ocw.mit.edu/8-962S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP629n_3fX7HmKKgin_rqGzbx The notion of 'coordinate' bases.Several important 4-vectors for physics: 4-velocity 4-momentum 4-acceleration and their properties.1-forms and tensors more generally.Using the metric and its inverse to raise and lower tensor indices. Introduction to tensor fields. The number flux 4-vector and its use in defining a conservation law. License: Creative Commons"
YouTube Link 2020-08-26T14:51Z 6.2M followers, 306.4K engagements
"5. Stochastic Processes I MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Choongbum Lee *NOTE: Lecture [--] was not recorded. This lecture introduces stochastic processes including random walks and Markov chains. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu random walk Markov chain Martingale Optional Stopping Theorem random walk Markov chain Martingale Optional Stopping Theorem"
YouTube Link 2015-01-06T18:18Z 6.2M followers, 1M engagements
"Lec 7: Review MIT [-----] Multivariable Calculus Fall [----] Lecture 07: Review. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus vector-algebra determinants matrix"
YouTube Link 2009-01-27T21:53Z 6.2M followers, 219.2K engagements
"Lecture 2: Experimental Facts of Life MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Allan Adams In this lecture Prof. Adams gives a panoramic view on various experimental evidence that indicates the inadequacy of pre-quantum physics. He concludes the lecture with a short discussion on Bell's inequality. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2016-05-10T18:51Z 6.2M followers, 2.1M engagements
"Lecture 6: DC/DC Part [--] MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 The operational capabilities of a converter are heavily influenced by switch implementation. Switch implementation external networks and control are used in analyzing converters and identifying power flows. The inverting buck-boost converter is introduced as an analysis example. License: Creative Commons"
YouTube Link 2024-07-17T16:24Z 6.2M followers, 73.8K engagements
"Lecture 2: Strings Input/Output and Branching MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB This lecture discusses the core elements of programs: strings input/output f-strings operators branching and indentation. Big idea: Debug early debug often. Write a little and test a little. Dont write a complete program at once. It introduces too many"
YouTube Link 2024-06-07T18:08Z 6.2M followers, 292K engagements
"How to Speak MIT How to Speak IAP [----] Instructor: Patrick Winston View the complete course: https://ocw.mit.edu/how_to_speak Patrick Winston's How to Speak talk has been an MIT tradition for over [--] years. Offered every January the talk is intended to improve your public speaking ability in critical situations by teaching you a few heuristic rules. 0:16 Introduction 3:11 Rules of Engagement 4:15 How to Start 5:38 Four Sample Heuristics 10:17 The Tools: Time and Place 13:24 The Tools: Boards Props and Slides 36:30 Informing: Promise Inspiration How To Think 41:30 Persuading: Oral Exams Job"
YouTube Link 2019-12-20T19:24Z 6.2M followers, 22.1M engagements
"6. Recursion and Dictionaries MIT [------] Introduction to Computer Science and Programming in Python Fall [----] View the complete course: http://ocw.mit.edu/6-0001F16 Instructor: Prof. Eric Grimson In this lecture Prof. Grimson introduces the concept of recursion and the Python dictionary data type. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Python recursion dictionary divide-and-conquer induction factorial tower of hanoi Python recursion dictionary divide-and-conquer induction factorial tower of hanoi"
YouTube Link 2017-02-15T14:26Z 6.2M followers, 409.7K engagements
"Gil Strang's Introduction to Calculus for Highlights for High School Gil Strang gives an overview of his video series Calculus for MIT's Highlights for High School program. Designed to give an easier introduction to calculus. View the complete course at: http://ocw.mit.edu/highlights-of-calculus License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Subtitles are provided through the generous assistance of Jimmy Ren. Gilbert Strang Gil Strang introduction intro calculus Highlights for High School MIT OpenCourseWare Gilbert Strang Gil"
YouTube Link 2010-05-05T15:43Z 6.2M followers, 360.1K engagements
"What is Entrepreneurship MIT [------] New Enterprises Fall [----] View the complete course: http://ocw.mit.edu/15-390F13 Instructor: Bill Aulet In this video two dramatically different types of entrepreneurship are discussed: Small and Medium Enterprise Entrepreneurship (SME) and Innovation Driven Enterprise Entrepreneurship (IDE) and what this distinction means for aspiring entrepreneurs. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu entrepreneurship innovation startups small and medium enterprise SME innovation driven"
YouTube Link 2014-04-16T16:06Z 6.2M followers, 972.3K engagements
"Lec 4: Square systems; equations of planes MIT [-----] Multivariable Calculus Fall [----] Lecture 04: Square systems; equations of planes. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals"
YouTube Link 2009-01-16T19:59Z 6.2M followers, 336.8K engagements
"15. Projections onto Subspaces MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Projections onto Subspaces License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2009-05-07T03:23Z 6.2M followers, 608.5K engagements
"1. Simple Harmonic Motion & Problem Solving Introduction View the complete OCW resource: http://ocw.mit.edu/resources/res-8-005-vibrations-and-waves-problem-solving-fall-2012/ Instructor: Wit Busza We discuss the role problem solving plays in the scientific method. Then we focus on problems of simple harmonic motion - harmonic oscillators with one degree of freedom in which damping (frictional or drag) forces can be ignored. NOTE: These videos were originally produced as part of a physics course that is no longer available on OCW. Chapters 0:00:00 Title slate 0:00:27 Why learn about waves"
YouTube Link 2013-10-25T04:04Z 6.2M followers, 468.8K engagements
"Lecture 1: The Column Space of A Contains All Vectors Ax MIT [------] Matrix Methods in Data Analysis Signal Processing and Machine Learning Spring [----] Instructor: Gilbert Strang View the complete course: https://ocw.mit.edu/18-065S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k In this first lecture Professor Strang introduces the linear algebra principles critical for understanding the content of the course. In particular matrix-vector multiplication Ax and the column space of a matrix and the rank. License: Creative Commons BY-NC-SA More"
YouTube Link 2019-05-16T16:12Z 6.2M followers, 371.3K engagements
"Lecture 1: Pigeonhole Principle MIT [------] Principles of Discrete Applied Mathematics Spring [----] Instructor: Ankur Moitra View the complete course: https://ocw.mit.edu/courses/18-200-principles-of-discrete-applied-mathematics-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61p2fXeXjNCrfNHFwyW-bl0 We first describe the mechanics of the course. We then discuss the pigeonhole principle explaining what it is and giving several surprising applications of it. The we briefly discuss foundations of probability and sample spaces. License: Creative Commons BY-NC-SA More"
YouTube Link 2025-12-17T16:27Z 6.2M followers, 27.4K engagements
"Ses 7: Fixed-Income Securities IV MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu default default risk corporate bond securitization investment grade tranche expected value default default risk corporate bond securitization investment grade tranche expected value"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 150.8K engagements
"Lecture [--] Part I: Introduction of the Class MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructors: Vasily Strela Jake Xia and Peter Kempthorne View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This video provides an introductory overview of a course combining mathematical theory and real-world financial applications featuring lectures by academics and industry experts. The instructors emphasize the"
YouTube Link 2025-12-03T15:44Z 6.2M followers, 149.2K engagements
"17. Bayesian Statistics MIT [------] Statistics for Applications Fall [----] View the complete course: http://ocw.mit.edu/18-650F16 Instructor: Philippe Rigollet In this lecture Prof. Rigollet talked about Bayesian approach Bayes rule posterior distribution and non-informative priors. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear regression Bayesian approach Bayes rule posterior distribution prior distribution linear regression Bayesian approach Bayes rule posterior distribution prior distribution"
YouTube Link 2017-08-17T20:51Z 6.2M followers, 269.1K engagements
"Lec 3: Matrices; inverse matrices MIT [-----] Multivariable Calculus Fall [----] Lecture 03: Matrices; inverse matrices. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem triple-integrals surface-integrals applications calculus"
YouTube Link 2009-01-16T20:26Z 6.2M followers, 426.8K engagements
"Lecture 2: Analysis Methods and Rectifiers MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 In this lecture we first review linear vs. switching regulators. We then introduce definitions and methods for analyzing switching circuits including the Method of Assumed States and Periodic Steady State. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More"
YouTube Link 2024-07-17T16:25Z 6.2M followers, 410.1K engagements
"1. Introduction to the Human Brain MIT [----] The Human Brain Spring [----] Instructor: Nancy Kanwisher View the complete course: https://ocw.mit.edu/9-13S19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60IKRN_pFptIBxeiMc0MCJP Prof. Kanwisher tells a true story to introduce the course then covers the why how and what of studying the human brain and gives a course overview. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion"
YouTube Link 2021-10-27T14:21Z 6.2M followers, 12.8M engagements
"Lec 3: Budget Constraints and Constrained Choice MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb In this lecture Prof. Gruber talks about how consumers make decisions with budget constraints and constrained choice. How do consumers make decisions when they face a limit on their resources Keywords: constrained choice budget constraints consumer preference SNAP License: Creative Commons BY-NC-SA More information at"
YouTube Link 2025-04-02T14:42Z 6.2M followers, 48.4K engagements
"21. Eigenvalues and Eigenvectors MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Eigenvalues and Eigenvectors License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2019-09-24T20:20Z 6.2M followers, 772.5K engagements
"Ses 8: Equities MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu equity common stock dividend discount model risk-adjusted discount rate discounted cash flow dividend yield equity common stock dividend discount model risk-adjusted discount rate discounted cash flow dividend yield"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 293K engagements
"10: Generative AI Adapting LLMs with Parameter-Efficient Fine-Tuning MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp Addresses Generative Pretrained Transformers (GPTs) version differences and nuances of training data instruction tuning and adapting base language learning models (LLMs). License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at"
YouTube Link 2026-01-07T15:01Z 6.2M followers, [----] engagements
"Lec 7: Exam [--] review MIT [-----] Single Variable Calculus Fall [----] Hyperbolic functions (cont.) and exam [--] review * Note: the review for the exam in lecture [--] is not comprehensive because the students already have practice exams available to them. Lecture [--] is Exam [--] so no video was recorded. View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity"
YouTube Link 2009-01-16T22:58Z 6.2M followers, 288.2K engagements
"16. Complexity: P NP NP-completeness Reductions MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Erik Demaine In this lecture Professor Demaine introduces NP-completeness. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu NP-complete NP-hard 3SAT subset sum partition NP-complete NP-hard 3SAT subset sum partition"
YouTube Link 2016-06-13T19:31Z 6.2M followers, 483.6K engagements
"Lecture 2: Airplane Aerodynamics MIT [------] Private Pilot Ground School IAP [----] Instructor: Philip Greenspun Tina Srivastava View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture introduced the fundamental knowledge and basic principles of airplane aerodynamics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu lift weight thrust drag Bernoulli's Principle angle of attack ground effect static stability lift weight thrust"
YouTube Link 2020-04-27T15:52Z 6.2M followers, 3.7M engagements
"Necessity of complex numbers MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu complex numbers complex numbers"
YouTube Link 2017-07-05T16:19Z 6.2M followers, 3.8M engagements
"Lecture 1: Introduction to Power Electronics MIT [-----] Power Electronics Spring [----] Instructor: David Perreault View the complete course(or resource): https://ocw.mit.edu/courses/6-622-power-electronics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62UTc77mJoubhDELSC8lfR0 The primary function of power electronic circuits is the processing and control of electrical energy. This class discusses the history evolution needs and goals of power electronics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2024-07-17T16:24Z 6.2M followers, 2.1M engagements
"Lecture 1: Introduction to Development Economics MIT [------] Development Economics Fall [----] Instructor: Esther Duflo View the complete course: https://ocw.mit.edu/courses/14-771-development-economics-fall-2021 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP61kvh3caDts2R6LmkYbmzaG This video introduces the course. The class discusses the enormous differences in income and other important outcomes around the world. Prof. Duflo previews the main topics of the course. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2023-04-05T20:02Z 6.2M followers, 400.3K engagements
"Lecture 7: An Extended IS-LM Model MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb Prof. Caballero discusses an extended IS-LM model and introduces the concepts of nominal vs. real interest rates and risk and risk premium. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2024-06-27T15:53Z 6.2M followers, 31.4K engagements
"Lecture 3: The Goods Market MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this video Prof. Caballero discusses the goods and services markets. Topics include equilibrium output the composition of aggregate determination and the key mechanism of the interaction between demand production and income. License: Creative Commons BY-NC-SA More information at"
YouTube Link 2024-06-27T15:54Z 6.2M followers, 139.3K engagements
"14. Causal Inference Part [--] MIT 6.S897 Machine Learning for Healthcare Spring [----] Instructor: David Sontag View the complete course: https://ocw.mit.edu/6-S897S19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60B0PQXVQyGNdCyCTDU1Q5j Prof. Sontag discusses causal inference examples of causal questions and how these guide treatment decisions. He explains the Rubin-Neyman causal model as a potential outcome framework. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu causal inference intervention outcome"
YouTube Link 2020-10-22T19:37Z 6.2M followers, 177.9K engagements
"Lecture 6: IS-LM continued MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this lecture Prof. Caballero continues his explanation of the the IS-LM model which shows the relationship between interest rates and output in the short run in a closed economy. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2024-06-27T15:53Z 6.2M followers, 37.9K engagements
"Lecture 9: Lambda Functions Tuples and Lists MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB Prof. Bell discusses the variable types tuples and lists and how to use lambda functions. Lambda functions are useful when you need a simple function once. Tuples and lists are indexable sequences of objects. License: Creative Commons BY-NC-SA More"
YouTube Link 2024-04-11T14:01Z 6.2M followers, 48K engagements
"Lecture 1: Introduction to [-----] Principles of Macroeconomics MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb This lecture covers an introduction to the topic of macroeconomics which is the study of the behavior of an economy as a whole. The instructor also talks about the objectives of the course. License: Creative Commons BY-NC-SA More information at"
YouTube Link 2024-06-27T15:54Z 6.2M followers, 695.6K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 18: Definite integrals View the complete course at: http://ocw.mit.edu/18-01F06 Lecture [--] is Exam [--] so no video was recorded. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2009-08-12T22:30Z 6.2M followers, 249.5K engagements
"Ses 4: Present Value Relations III & Fixed-Income Securities I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu inflation purchasing power nominal wealth fixed-income securities liquidity issuer investor intermediary discount bond inflation purchasing power nominal wealth fixed-income securities liquidity issuer investor intermediary discount bond"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 585.1K engagements
"Lecture 01: Why Study Public Finance MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses the importance of studying public finance which is the role of the government in the economy. When should the government intervene How should the government intervene What is the effect of those interventions License: Creative Commons"
YouTube Link 2026-02-04T19:32Z 6.2M followers, 64K engagements
"1. Introduction and the geometric viewpoint on physics. MIT [-----] General Relativity Spring [----] Instructor: Scott Hughes View the complete course: https://ocw.mit.edu/8-962S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP629n_3fX7HmKKgin_rqGzbx Introduction; the geometric viewpoint on physics. Review of Lorentz transformations and Lorentz-invariant intervals. The 4-vector; basis vectors and vector components. Introduction to component notation. The inner product between two 4-vectors and the metric tensor. License: Creative Commons BY-NC-SA More information at"
YouTube Link 2020-08-26T14:52Z 6.2M followers, 474.1K engagements
"3. Divide & Conquer: FFT MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Erik Demaine In this lecture Professor Demaine continues with divide and conquer algorithms introducing the fast fourier transform. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu divide-and-conquer fast fourier transform polynomial multiplication collapsing sample roots of unity divide-and-conquer fast fourier transform polynomial multiplication collapsing sample roots of unity"
YouTube Link 2016-03-04T22:12Z 6.2M followers, 363.4K engagements
"Ses 9: Forward and Futures Contracts I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu forward contract futures contract financial derivatives illiquidity counterparty risk forward contract futures contract financial derivatives illiquidity counterparty risk"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 281.9K engagements
"Lecture [--] Signals and Systems: Part II MIT RES.6.007 Signals and Systems Spring [----] Lecture [--] Signals and Systems: Part II Instructor: Alan V. Oppenheim View the complete course: http://ocw.mit.edu/RES-6.007S11 This video covers the unit step and impulse signals. System properties are discussed including memory invertibility causality stability and time invariance. http://ocw.mit.edu; Creative Commons Attribution-NonCommercial-ShareAlike 3.0; http://ocw.mit.edu/OcwWeb/web/terms/terms; Album photo courtesy of Professor Alan Oppenheim invertibility time-invariance linearity Unit step unit"
YouTube Link 2011-09-07T13:53Z 6.2M followers, 222.1K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Instructor: Prof. David Jerison Derivatives of products quotients sine cosine View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule limits continuity differentiation rules extremum problems elementary improper integrals l'Holpital's rule"
YouTube Link 2009-01-16T23:37Z 6.2M followers, 625.6K engagements
"Lec [--] MIT [----] Thermodynamics & Kinetics Spring [----] Lecture 1: State of a system 0th law equation of state. Instructors:Moungi Bawendi Keith Nelson View the complete course at: http://ocw.mit.edu/5-60S08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu thermodynamics kinetics equilibrium macroscopic-systems state-variables law-of-thermodynamics entropy Gibbs-function reaction-rates clapeyron enthalpy clausius adiabatic Hemholtz catalysis oscillators autocatalysis carnot-cycle thermodynamics kinetics equilibrium"
YouTube Link 2008-12-12T16:19Z 6.2M followers, 1.7M engagements
"Linearity and nonlinear theories. Schrdinger's equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linearity nonlinear theories Schrdingers equation linearity nonlinear theories Schrdingers equation"
YouTube Link 2017-07-05T16:19Z 6.2M followers, 418.8K engagements
"1: Introduction to Neural Networks and Deep Learning; Training Deep NNs MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp Introduction and overview of the course covering the history and background of the field. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at https://ocw.mit.eduSupport OCW at http://ow.ly/a1If50zVRlQ We encourage"
YouTube Link 2026-01-07T15:01Z 6.2M followers, 177.6K engagements
"Lecture 5: Operators and the Schrdinger Equation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S13 Instructor: Barton Zwiebach In this lecture Prof. Zwiebach gives a mathematical preliminary on operators. He then introduces postulates of quantum mechanics concerning observables and measurement. The last part of the lecture is devoted to the origins of the Schrdinger equation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu "
YouTube Link 2014-06-18T18:50Z 6.2M followers, 759K engagements
"Gil Strang's Final [-----] Linear Algebra Lecture Speakers: Gilbert Strang Alan Edelman Pavel Grinfeld Michel Goemans Revered mathematics professor Gilbert Strang capped a 61-year career as a faculty member at MIT by delivering his final [-----] Linear Algebra lecture before retiring at the age of [--]. In addition to a brief review for the course final exam the overflowing audience (both in person and on the live YouTube stream) heard recollections appreciations and congratulations from Prof. Strangs colleagues and former students. A rousing standing ovation concluded this historic event. 0:00 -"
YouTube Link 2023-05-15T16:11Z 6.2M followers, 2.9M engagements
"L4.4 Dirac equation for the electron and hydrogen Hamiltonian MIT [----] Quantum Physics III Spring [----] Instructor: Barton Zwiebach View the complete course: https://ocw.mit.edu/8-06S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60Zcz8LnCDFI8RPqRhJbb4L L4.4 Dirac equation for the electron and hydrogen Hamiltonian License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu hydrogen atom fine structure Dirac equation hydrogen Hamiltonian hydrogen atom fine structure Dirac equation hydrogen Hamiltonian"
YouTube Link 2019-02-14T14:52Z 6.2M followers, 232.2K engagements
"Singular Value Decomposition (the SVD) MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang The SVD factors each matrix into an orthogonal matrix times a diagonal matrix (the singular value) times another orthogonal matrix: rotation times stretch times rotation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu singular value decomposition SVD orthogonal matrix diagonal matrix singular value"
YouTube Link 2016-05-06T20:08Z 6.2M followers, 706.2K engagements
"Special Lecture: F-22 Flight Controls MIT [------] Private Pilot Ground School IAP [----] Instructor: Randy Gordon View the complete course: https://ocw.mit.edu/16-687IAP19 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63cUdAG3v311Vl72ozOiK25 This lecture featured Lieutenant Colonel Randy Gordon to share experience in flying fighter jet. MUSIC BY [---] SOUND SYSTEM COURTESY OF EZVID WIKI: https://wiki.ezvid.com/ License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu thrust vectoring cockpit air refueling mode pilot"
YouTube Link 2021-01-15T19:51Z 6.2M followers, 6.8M engagements
"System Dynamics: Systems Thinking and Modeling for a Complex World MIT RES.15-004 System Dynamics: Systems Thinking and Modeling for a Complex World IAP [----] Instructor: James Paine View the complete course: https://ocw.mit.edu/RES-15-004IAP20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63Dur3imUjY08z92ypMphQ3 This one-day workshop explores systems interactions in the real world providing an introduction to the field of system dynamics. It also serves as a preview of the more in-depth coverage available in courses offered at MIT Sloan such as [------] Introduction to"
YouTube Link 2021-11-17T16:18Z 6.2M followers, 334.6K engagements
"PyTorch Tutorial MIT [------] Deep Learning Fall [----] Instructor: Jamie Meindl View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This tutorial provides an overview of PyTorch an open-source deep learning framework. Students are expected to have familiarity with programming though not necessarily with PyTorch. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [----] engagements
"Lecture 13: Portfolio Management MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Jake Xia View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This lecture provides a comprehensive overview of portfolio management focusing on the practical aspects of asset allocation risk measurement and investment sizing beyond traditional modern portfolio theory highlighting its limitations and proposing improved"
YouTube Link 2025-12-03T15:45Z 6.2M followers, 158.9K engagements
"What is Innovation MIT [------] New Enterprises Fall [----] View the complete course: http://ocw.mit.edu/15-390F13 Instructor: Bill Aulet Discussion of the essential difference between invention and innovation and the important role played by commercialization in innovation. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu entrepreneurship innovation invention startups commercialization entrepreneurship innovation invention startups commercialization"
YouTube Link 2014-04-16T16:05Z 6.2M followers, 415.1K engagements
"3. Structures of Amino Acids Peptides and Proteins MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 After wrapping up the lecture on lipids Professor Imperiali moves on to discussing amino acids peptides and proteins. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu trans double bond cis double bond semipermeable membrane amino acids heteropolymers peptides"
YouTube Link 2020-05-12T15:49Z 6.2M followers, 288.3K engagements
"Lecture 8: The Labor Market MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb Prof. Caballero discusses labor markets and why they play such a large role in macroeconomics. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and"
YouTube Link 2024-06-27T15:54Z 6.2M followers, 32.1K engagements
"MIT Programmer on GenAI Growth Mindset and Rubber Ducks Learn about Python growth mindset and the uses of rubber ducks in this interview with MIT lecturer Ana Bell. Dr. Bell who has been programming since she was twelve and now teaches popular introductory courses in computer science says that coding consists of almost equal parts creativity and logic. The creative part she explains gets exercised particularly when you have to come up with an algorithm to solve a given problem because for any given complex problem there are many possible approaches to tackling it. The logical part comes into"
YouTube Link 2025-05-14T14:00Z 6.2M followers, 91.8K engagements
"Lecture 5: IS-LM Model MIT [-----] Principles of Macroeconomics Spring [----] Instructor: Ricardo J. Caballero View the complete course: https://ocw.mit.edu/courses/14-02-principles-of-macroeconomics-spring-2023/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62EXoZ4B3_Ob7lRRwpGQxkb In this lecture Prof. Caballero explains the IS-LM model which shows the relationship between interest rates and output in the short run in a closed economy. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2024-06-27T15:53Z 6.2M followers, 96.3K engagements
"6. Singular Value Decomposition (SVD) MIT [------] Matrix Methods in Data Analysis Signal Processing and Machine Learning Spring [----] Instructor: Gilbert Strang View the complete course: https://ocw.mit.edu/18-065S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k Singular Value Decomposition (SVD) is the primary topic of this lecture. Professor Strang explains and illustrates how the SVD separates a matrix into rank one pieces and that those pieces come in order of importance. License: Creative Commons BY-NC-SA More information at"
YouTube Link 2019-05-16T16:18Z 6.2M followers, 261.7K engagements
"S7SE Special Episode: Collaborating with Community Colleges Speakers: Shira Segal Sarah Hansen Patricia Foley John Francis Fernando Romero Robert Bergman Description: MIT OpenCourseWare has been one of the pioneers of open education leading the way by offering free materials from MIT courses as early as [----] when no other institutions were pursuing comparably ambitious initiatives. But in subsequent years theres been an explosion of activity in open education led by faculty members instructional designers and librarians at institutions throughout the United States and worldwide. In this"
YouTube Link 2026-01-14T18:52Z 6.2M followers, [----] engagements
"Laser Fundamentals I MIT Understanding Lasers and Fiberoptics Laser Fundamentals I Instructor: Shaoul Ezekiel View the complete course: http://ocw.mit.edu/RES-6-005S08 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu lasers fiberoptics fundamentals unique properties simple laser problems types of lasers basics lasers fiberoptics fundamentals unique properties simple laser problems types of lasers basics"
YouTube Link 2012-03-21T18:59Z 6.2M followers, 386K engagements
"1. Artificial Intelligence and Machine Learning MIT RES.LL-005 Mathematics of Big Data and Machine Learning IAP [----] Instructor: Jeremy Kepner Vijay Gadepally View the complete course: https://ocw.mit.edu/RES-LL-005IAP20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V This lecture provided an overview on artificial intelligence and took a deep dive on machine learning including supervised learning unsupervised learning and reinforcement learning. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2020-06-25T17:31Z 6.2M followers, 702.7K engagements
"2. Preferences and Utility Functions MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- This video focuses on the demand curve derived from how consumers make choices and the supply curve which is how firms make production decisions. Chapters 00:00 Title slate 00:11 Lecture Start 01:13 Model Assumptions 05:54 Indifference Curves 09:23 Four Properties 13:27 Real Example ( job search ) 15:28 Utility Functions"
YouTube Link 2020-07-16T23:01Z 6.2M followers, 1.2M engagements
"8. Time Series Analysis I MIT 18.S096 Topics in Mathematics with Applications in Finance Fall [----] View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Peter Kempthorne This is the first of three lectures introducing the topic of time series analysis describing stochastic processes by applying regression and stationarity models. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu time series stationarity Wold representation theorem autoregressive and moving average models accomodating non-stationarity models impulse"
YouTube Link 2015-01-06T18:18Z 6.2M followers, 450.8K engagements
"2. Atomic Structure MIT [-----] Principles of Chemical Science Fall [----] View the complete course: https://ocw.mit.edu/5-111F14 Instructor: Catherine Drennan The backscattering experiment of Rutherford is recreated in the classroom setting. Ping pong balls are used to represent alpha particles and Styrofoam balls connected to a series of strings represent nuclei in a piece of gold foil. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Discovery of electron J.J. Thomson Discovery of nucleus Rutherford backscattering experiment"
YouTube Link 2017-08-03T20:52Z 6.2M followers, 343.9K engagements
"Fourier Series MIT RES.18-009 Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler Fall [----] View the complete course: http://ocw.mit.edu/RES-18-009F15 Instructor: Gilbert Strang A Fourier series separates a periodic function into a combination (infinite) of all cosine and since basis functions. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Fourier transform Fourier series periodic function Laplace transforms Fourier transform Fourier series periodic function Laplace transforms"
YouTube Link 2016-05-06T20:08Z 6.2M followers, 567.6K engagements
"4. Blockchain Basics & Consensus MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This lecture covers blockchain consensus protocols. Because of the decentralized nature of blockchain technology it is crucial that consensus protocols are used to require that the nodes on the network agree on the same state of a blockchain. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 822K engagements
"L24.8 Recurrent and Transient States MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: Patrick Jaillet License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Recurrent Transient States Recurrent Transient States"
YouTube Link 2018-04-24T16:27Z 6.2M followers, 85.3K engagements
"4. Demand Curves and Income/Substitution Effects MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber * View newer version of the course: https://ocw.mit.edu/14-01F23 * YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62oJSoqb4Rf-vZMGUBe59G- Prof. Gruber begins the lecture by explaining how to derive demand curves. Other topics covered include elasticity of demand income shifts and effects of a price change. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2020-07-16T23:01Z 6.2M followers, 333.5K engagements
"Lecture 1: Introduction to CS and Programming Using Python MIT 6.100L Introduction to CS and Programming using Python Fall [----] Instructor: Ana Bell View the complete course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62A-ynp6v6-LGBCzeH3VAQB An introduction to what computation is python basics mathematical operations and python variables and types. We explore python objects and python programs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms"
YouTube Link 2024-04-11T14:01Z 6.2M followers, 1.9M engagements
"Ses 5: Fixed-Income Securities II MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu spot rate interest rate yield curve forward rate future spot rate yield-to-maturity term structure spot rate interest rate yield curve forward rate future spot rate yield-to-maturity term structure"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 385.3K engagements
"Ses 15: Portfolio Theory III & The CAPM and APT I MIT [------] Finance Theory I Fall [----] View the complete course: http://ocw.mit.edu/15-401F08 Instructor: Andrew Lo License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu tangency portfolio Sharpe ratio indifference curve risk preference equilibrium supply and demand capital asset pricing model tangency portfolio Sharpe ratio indifference curve risk preference equilibrium supply and demand capital asset pricing model"
YouTube Link 2013-05-10T19:06Z 6.2M followers, 315.5K engagements
"Lecture [--] Part II: Introduction of Financial Markets Financial Terms and Concepts MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Jake Xia View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves In this video Jake Xia provides an overview of key financial concepts including market structure types of financial products like stocks bonds derivatives and the roles of various market participants. He also"
YouTube Link 2025-12-03T15:44Z 6.2M followers, 147K engagements
"5. Blockchain Basics & Transactions UTXO and Script Code MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn This session covers design featues of blockchain like hash functions append-only timestamped logs and proof-of-work. The professor also covers unspent transcation output (UTXO). License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu cryptography hash functions"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 470.8K engagements
"L05.3 Probability Mass Functions MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Probability Mass Functions Probability Mass Functions"
YouTube Link 2018-04-24T16:30Z 6.2M followers, 150.2K engagements
"9. Verification and Validation MIT [------] Fundamentals of Systems Engineering Fall [----] View the complete course: http://ocw.mit.edu/16-842F15 Instructor: Olivier de Weck The focus of this lecture is design verification and validation. Other concepts including design tesing and technical risk management and flight readiness review are also introduced. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu aircraft flight testing spacecraft testing technical risk management risk matrix system safety flight readiness review FRR"
YouTube Link 2017-08-10T16:17Z 6.2M followers, 89.2K engagements
"Lecture 1A: Overview and Introduction to Lisp MIT [-----] Structure and Interpretation of Computer Programs Spring [----] Instructor: Harold Abelson Gerald Jay Sussman Julie Sussman View the complete course: https://ocw.mit.edu/6-001S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE18841CABEA24090 Overview and Introduction to Lisp Despite the copyright notice on the screen this course is now offered under a Creative Commons license: BY-NC-SA. Details at http://ocw.mit.edu/terms Subtitles for this course are provided through the generous assistance of Henry Baker Hoofar Pourzand"
YouTube Link 2019-08-22T22:17Z 6.2M followers, 381.6K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 15: Differentials antiderivatives View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2009-04-15T06:18Z 6.2M followers, 206.7K engagements
"R6. Greedy Algorithms MIT 6.046J Design and Analysis of Algorithms Spring [----] View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: Amartya Shankha Biswas In this recitation problems related to greedy algorithms are discussed. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Greedy Algorithm process scheduling Greedy Algorithm process scheduling"
YouTube Link 2016-03-04T22:12Z 6.2M followers, 89.7K engagements
"Group velocity and stationary phase approximation MIT [----] Quantum Physics I Spring [----] View the complete course: http://ocw.mit.edu/8-04S16 Instructor: Barton Zwiebach License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu Group velocity stationary phase approximation Group velocity stationary phase approximation"
YouTube Link 2017-07-31T19:53Z 6.2M followers, 106.4K engagements
"21. Post Trade Clearing Settlement & Processing MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler leads a discussion on clearing and settlement systems blockchain technology applicability and blockchain technology projects. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu clearing house blockchain common domain model clearing netting settlement"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 193.9K engagements
"Lec [--]. Representation Learning: Theory MIT [------] Deep Learning Fall [----] Instructor: Jeremy Bernstein View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video explores the theory behind representation learning focusing on architectural inductive biases and the connection between neural networks and Gaussian processes. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [---] engagements
"Lecture 8: Hashing with Chaining MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu dictionary hashing hash functions chaining linked list collisions simple uniform hashing universal hashing dictionary hashing hash functions chaining linked list collisions simple uniform hashing universal hashing"
YouTube Link 2013-01-14T20:26Z 6.2M followers, 624.2K engagements
"22. Diagonalization and Powers of A MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Diagonalization and Powers of A License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2009-05-07T04:28Z 6.1M followers, 582.3K engagements
"Lecture 1A MIT [-----] Structure and Interpretation [----] Overview and Introduction to Lisp Despite the copyright notice on the screen this course is now offered under a Creative Commons license: BY-NC-SA. Details at http://ocw.mit.edu/terms Subtitles for this course are provided through the generous assistance of Henry Baker Hoofar Pourzand Heather Wood Aleksejs Truhans Steven Edwards George Menhorn and Mahendra Kumar. programming Scheme abstraction recursion iteration object oriented structure interpretation computer programs programming Scheme abstraction recursion iteration object oriented"
YouTube Link 2009-04-08T15:51Z 6.2M followers, 992.8K engagements
"Total differentials and the chain rule MIT 18.02SC Multivariable Calculus Fall [----] Total differentials and the chain rule Instructor: David Jordan View the complete course: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals multivariable calculus vectors matrices partial derivatives double integrals line integrals triple integrals surface integrals"
YouTube Link 2011-01-04T05:25Z 6.2M followers, 182.9K engagements
"2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data MIT [------] Hands-On Deep Learning Spring [----] Instructor: Rama Ramakrishnan View the complete course: https://ocw.mit.edu/courses/15-773-hands-on-deep-learning-spring-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60YyhMjYmXuVmX562QcClSp This session introduces various aspects of designing and training deep neural networks using the example of a model for heart disease prediction. License: Creative Commons BY-NC-SAMore information at https://ocw.mit.edu/termsMore courses at"
YouTube Link 2026-01-07T15:01Z 6.2M followers, 27.8K engagements
"17. Succinct Structures I MIT [-----] Advanced Data Structures Spring [----] View the complete course: http://ocw.mit.edu/6-851S12 Instructor: Erik Demaine Succinct: rank select tries License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu succinct rank select tries succinct rank select tries"
YouTube Link 2013-12-18T17:26Z 6.2M followers, 16.3K engagements
"Session [--] Part 2: Financial Projections MIT 15.S21 Nuts and Bolts of Business Plans IAP [----] View the complete course: http://ocw.mit.edu/15-S21IAP14 Instructor: Charlie Tillett This portion of the program will introduce some financial projection techniques based on actual business experience. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu financial projection projection techniques business experience funding financing sources angel investor investor bootstrapping venture capital financial projection projection techniques"
YouTube Link 2016-07-28T19:07Z 6.2M followers, 59K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 14: Mean value theorem; Inequalities View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2009-04-15T05:41Z 6.2M followers, 191.9K engagements
"Do You Still Need to Learn Python in the Age of AI Ana Bell explains why learning Python still matters even with powerful AI coding tools at our fingertips on the Chalk Radio podcast python intro to python intro to programming AI genAI generative ai mit programming python intro to python intro to programming AI genAI generative ai mit programming"
YouTube Link 2025-06-02T15:43Z 6.1M followers, 57.3K engagements
"Lec 17: Double integrals in polar coords; applications MIT [-----] Multivariable Calculus Fall [----] Lecture 17: Double integrals in polar coordinates; applications. View the complete course at: http://ocw.mit.edu/18-02SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu calculus vector-algebra determinants matrix matrices vector-valued-function space-motion scalar-function partial-differentiation gradient optimization-techniques double-integrals line-integrals exact-differential conservative-fields Green's-theorem"
YouTube Link 2009-01-17T06:06Z 6.1M followers, 221.5K engagements
"Mega-R5. Support Vector Machines MIT [-----] Artificial Intelligence Fall [----] View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Mark Seifter We start by discussing what a support vector is using two-dimensional graphs as an example. We work Problem [--] of Quiz [--] Fall 2008: identifying support vectors describing the classifier and using a kernel function to project points into a new space. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu support vector machine SVM training classifier kernel space widest street"
YouTube Link 2014-01-10T19:40Z 6.2M followers, 62.1K engagements
"Lec [--] MIT [-----] Single Variable Calculus Fall [----] Lecture 01: Derivatives slope velocity rate of change *Note: this video was revised raising the audio levels. View the complete course at: http://ocw.mit.edu/18-01F06 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu"
YouTube Link 2009-08-18T18:01Z 6.2M followers, 2.7M engagements
"Lec [--]. Scaling Laws MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video covers scaling laws in neural architectures including power laws their limitations theoretical foundations and the concept of critical batch size. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [---] engagements
"31. Amino Acid Metabolism II MIT [----] General Biochemistry Spring [----] Instructor: Matthew Vander Heiden View the complete course: https://ocw.mit.edu/7-05S20 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62wNcIMfinU64CAfreShjpt Professor Vander Heiden continues the discussion of amino acid metabolism starting with a review of the urea cycle then details glucogenic versus ketogenic amino acid breakdown inborn errors of metabolism amino acid synthesis and one-carbon metabolism. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2021-07-19T15:29Z 6.2M followers, 13.3K engagements
"18. SNPs & Human genetics MIT [-----] Introductory Biology Fall [----] Instructor: Adam Martin View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Using the example of aniridia which disrupts formation of the iris Professor Martin describes how to clone a gene that's responsible for a disease. He covers the techniques of positional gene cloning genomic mapping cDNA libraries and hybridization. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2020-05-12T15:50Z 6.2M followers, 31.3K engagements
"Lecture 07: Political Economy MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses the promises and pitfalls of representative democracy which is a system of government where citizens elect representatives to make decisions and laws on their behalf rather than directly voting on every issue. License: Creative Commons BY-NC-SA More"
YouTube Link 2026-02-04T19:33Z 6.2M followers, [----] engagements
"Entropy MIT RES.TLL-004 STEM Concept Videos View the complete course: http://ocw.mit.edu/RES-TLL-004F13 Instructor: John Lienhard This video begins with observations of spontaneous processes from daily life and then connects the idea of spontaneity to entropy. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu 0:00 Introduction 0:51 Prerequisite Knowledge 1:02 Learning Objectives 1:18 Spontaneous Processes 3:04 2nd Law of Thermodynamics 3:22 What is entropy 3:31 Molecules interact and transfer energy 4:21 Distributing Energy 4:42"
YouTube Link 2013-12-30T21:39Z 6.2M followers, 456.8K engagements
"Lec 22: Efficiency and Equity MIT [-----] Principles of Microeconomics Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/14-01F23 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60V7HxLYRaJMbFzP77bzEjb In this lecture Prof. Gruber talks about efficiency and equity socially optimal allocation inequality and sources of economic leakage. Keywords: efficiency equity allocation inequality economic leakage License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2025-04-02T14:42Z 6.2M followers, [----] engagements
"Lec [--]. Generative Models: Representation Learning Meets Generative Modeling MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video explores the intersection of representation learning and generative modeling focusing on VAEs (Variational Autoencoders) and the use of latent variables. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [---] engagements
"Lecture 06: Cost/Benefit Analysis MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber explains cost/benefit analysis which is a process used to measure the benefits of a decision minus its associated costs to determine whether it is worthwhile. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at"
YouTube Link 2026-02-04T19:32Z 6.2M followers, [---] engagements
"Lec [--]. Language Models MIT [------] Deep Learning Fall [----] Instructor: Jacob Andreas View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This guest lecture walks through prompting chain-of-thought and instruction-tuning. It focuses on in-context learning with LMs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [---] engagements
"L2.3 Degenerate Perturbation theory: Example and setup MIT [----] Quantum Physics III Spring [----] Instructor: Barton Zwiebach View the complete course: https://ocw.mit.edu/8-06S18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP60Zcz8LnCDFI8RPqRhJbb4L L2.3 Degenerate Perturbation theory: Example and setup License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu time independent perturbation theory degenerate perturbation theory time independent perturbation theory degenerate perturbation theory"
YouTube Link 2019-02-14T14:56Z 6.2M followers, 63.9K engagements
"Lecture 5: Binary Search Trees BST Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Srini Devadas License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu binary search tree BST node key parent child subtree insert delete scheduling reservation system binary search tree BST node key parent child subtree insert delete scheduling reservation system"
YouTube Link 2013-01-14T20:26Z 6.2M followers, 638.6K engagements
"Lecture 20: Taxation and Labor Supply MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p n this lecture Prof. Gruber talks about how taxation affects labor supply. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and"
YouTube Link 2026-02-04T19:32Z 6.2M followers, [---] engagements
"Lec [--] MIT 14.01SC Principles of Microeconomics Lecture 4: Preferences and Utility Instructor: Jon Gruber [-----] students View the complete course: http://ocw.mit.edu/14-01SCF10 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu elasticity revenue empirical economics demand elasticity supply elasticity elasticity revenue empirical economics demand elasticity supply elasticity"
YouTube Link 2012-01-24T22:00Z 6.1M followers, 352.9K engagements
"L09.10 Joint CDFs MIT RES.6-012 Introduction to Probability Spring [----] View the complete course: https://ocw.mit.edu/RES-6-012S18 Instructor: John Tsitsiklis License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Joint CDFs Joint CDFs"
YouTube Link 2018-04-24T16:36Z 6.2M followers, 47K engagements
"Lecture 14: Depth-First Search (DFS) Topological Sort MIT [-----] Introduction to Algorithms Fall [----] View the complete course: http://ocw.mit.edu/6-006F11 Instructor: Erik Demaine License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu graphs graph search depth first search DFS edge classification cycle detection job scheduling topological sort graphs graph search depth first search DFS edge classification cycle detection job scheduling topological sort"
YouTube Link 2013-01-14T20:26Z 6.2M followers, 477K engagements
"Basis and Dimension MIT 18.06SC Linear Algebra Fall [----] Basis and Dimension Instructor: Ana Rita Pires View the complete course: http://ocw.mit.edu/18-06SCF11 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu linear algebra basis and dimension linear algebra basis and dimension"
YouTube Link 2011-12-09T16:33Z 6.1M followers, 527.9K engagements
"5. Carbohydrates and Glycoproteins MIT [-----] Introductory Biology Fall [----] Instructor: Barbara Imperiali View the complete course: https://ocw.mit.edu/7-016F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63LmSVIVzy584-ZbjbJ-Y63 Professor Imperiali begins with a wrap-up of the previous lecture on enzymes and then moves on to discussing carbohydrates. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu free energy exergonic reaction endergonic reaction anabolic catabolic carbohydrates triose free energy"
YouTube Link 2020-05-12T15:45Z 6.2M followers, 81.2K engagements
"Lecture 9: Principal Component Analysis in Finance MIT [------] Topics in Mathematics with Applications in Finance Fall [----] Instructor: Stefan Andreev View the complete course: https://ocw.mit.edu/courses/18-642-topics-in-mathematics-with-applications-in-finance-fall-2024 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP601Q2jo-J_3raNCMMs6Jves This lecture features a detailed guest lecture by Stefan Andreev on Principal Component Analysis (PCA) and its critical applications in quantitative finance especially in modeling the U.S. bond market. The lecture explains PCAs"
YouTube Link 2025-12-03T15:44Z 6.1M followers, [----] engagements
"Lec [--]. Hacker's Guide to Deep Learning MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video shares practical tips and opinionated anecdotes on how to effectively train deep neural networks and get them to perform as intended. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [----] engagements
"Lecture 08: Local Public Goods and Fiscal Federalism MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber discusses applications of public good theory specifically fiscal federalism. Fiscal federalism is a system that defines the financial relationships between different levels of government. License: Creative Commons BY-NC-SA More"
YouTube Link 2026-02-04T19:33Z 6.2M followers, [----] engagements
"22. Trade Finance & Supply Chain MIT 15.S12 Blockchain and Money Fall [----] Instructor: Prof. Gary Gensler View the complete course: https://ocw.mit.edu/15-S12F18 YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63UUkfL0onkxF6MYgVa04Fn Prof. Gensler explores trade finance its attributes and the significant activity of blockchain technology behind it. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu trade finance blockchain projects supply chain management verification identity trade finance blockchain projects"
YouTube Link 2020-01-23T15:50Z 6.2M followers, 137.7K engagements
"Lec [--]. Generalization Theory MIT [------] Deep Learning Fall [----] Instructor: Phillip Isola View the complete course: https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP63URZnh5iqBzDTDYPUTQT-8 This video covers basic generalization theory exploring overparameterization double descent and the limitations of VC dimension. It also discusses the role of inductive biases in deep learning. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at"
YouTube Link 2026-02-11T14:39Z 6.2M followers, [---] engagements
"3. Multiplication and Inverse Matrices MIT [-----] Linear Algebra Spring [----] Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube Playlist: https://www.youtube.com/playlistlist=PLE7DDD91010BC51F8 [--]. Multiplication and Inverse Matrices License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu 18-06-linear-algebra-spring-2010 18-06-linear-algebra-spring-2010"
YouTube Link 2009-05-07T04:09Z 6.1M followers, 1.8M engagements
"Lecture 21: Taxation and Savings MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Jon Gruber discusses tax incentives for retirement savings. Adults are encouraged to save for their retirements using four tools: 1) Employer pensions; 2) 401(k) accounts; 3) IRA accounts; and 4) SEP-IRA. License: Creative Commons BY-NC-SA More information at"
YouTube Link 2026-02-04T19:32Z 6.2M followers, [----] engagements
"Lecture 10: Social Insurance Theory MIT [-----] Public Finance and Public Policy Fall [----] Instructor: Prof. Jonathan Gruber View the complete course: https://ocw.mit.edu/courses/14-41-public-finance-and-public-policy-fall-2024/ YouTube Playlist: https://www.youtube.com/playlistlist=PLUl4u3cNGP62KS2YhlASvGBxxL8HgB11p In this lecture Prof. Gruber talks about inequality and government transfer programs. License: Creative Commons BY-NC-SA More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and"
YouTube Link 2026-02-04T19:33Z 6.2M followers, [---] engagements
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