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[@eigensteve](/creator/youtube/eigensteve)
"The Gamma Distribution"  
[YouTube Link](https://youtube.com/watch?v=9IIcHAJlcWc) [@eigensteve](/creator/youtube/eigensteve) 2025-04-29T17:30Z 469K followers, 19.6K engagements


"Complex analysis 101: imaginary numbers are real"  
[YouTube Link](https://youtube.com/watch?v=QMa4K-gaaq4) [@eigensteve](/creator/youtube/eigensteve) 2023-04-09T17:52Z 469K followers, 52.3K engagements


"Singular Value Decomposition (SVD): Overview"  
[YouTube Link](https://youtube.com/watch?v=gXbThCXjZFM) [@eigensteve](/creator/youtube/eigensteve) 2020-01-19T19:52Z 469K followers, 651.1K engagements


"Physics Informed Neural Networks (PINNs) Physics Informed Machine Learning"  
[YouTube Link](https://youtube.com/watch?v=-zrY7P2dVC4) [@eigensteve](/creator/youtube/eigensteve) 2024-05-29T13:00Z 469K followers, 144K engagements


"Reinforcement Learning: Machine Learning Meets Control Theory"  
[YouTube Link](https://youtube.com/watch?v=0MNVhXEX9to) [@eigensteve](/creator/youtube/eigensteve) 2021-02-12T11:00Z 469K followers, 361.8K engagements


"AI/ML+Physics Part 4: Crafting a Loss Function Physics Informed Machine Learning"  
[YouTube Link](https://youtube.com/watch?v=3SNkQ8jhKXc) [@eigensteve](/creator/youtube/eigensteve) 2024-03-22T10:00Z 469K followers, 43.1K engagements


"What is a "Linear" Differential Equation"  
[YouTube Link](https://youtube.com/watch?v=78we91-gWy8) [@eigensteve](/creator/youtube/eigensteve) 2022-10-26T10:00Z 469K followers, 36.4K engagements


"Parameter Estimation and Fitting Distributions"  
[YouTube Link](https://youtube.com/watch?v=7XVA2JRzYoE) [@eigensteve](/creator/youtube/eigensteve) 2025-10-20T11:00Z 469K followers, 4079 engagements


"SVD: Image Compression Python"  
[YouTube Link](https://youtube.com/watch?v=H7qMMudo3e8) [@eigensteve](/creator/youtube/eigensteve) 2020-02-02T20:00Z 469K followers, 106.4K engagements


"Example of The Moment Generating Function"  
[YouTube Link](https://youtube.com/watch?v=JjaOtHaDy9E) [@eigensteve](/creator/youtube/eigensteve) 2025-07-10T13:00Z 469K followers, 6197 engagements


"Motivation for Full-State Estimation Control Bootcamp"  
[YouTube Link](https://youtube.com/watch?v=LTNMf8X21cY) [@eigensteve](/creator/youtube/eigensteve) 2017-02-07T00:07Z 469K followers, 73.5K engagements


"Control Bootcamp: Kalman Filter Example in Matlab"  
[YouTube Link](https://youtube.com/watch?v=Lgq4R-F8SX8) [@eigensteve](/creator/youtube/eigensteve) 2017-02-07T02:33Z 469K followers, 167K engagements


"Intro to Data Science: The Nature of Data"  
[YouTube Link](https://youtube.com/watch?v=OAB2bHsee9Y) [@eigensteve](/creator/youtube/eigensteve) 2019-06-06T05:00Z 469K followers, 55K engagements


"Principal Component Analysis (PCA) X Python"  
[YouTube Link](https://youtube.com/watch?v=Oi4SJqJIL2E) [@eigensteve](/creator/youtube/eigensteve) 2020-02-06T22:13Z 469K followers, 54.7K engagements


"Fourier Series Matlab"  
[YouTube Link](https://youtube.com/watch?v=PP5ox7evg7o) [@eigensteve](/creator/youtube/eigensteve) 2020-03-14T17:00Z 469K followers, 90.4K engagements


"Covariance and Correlation in Probability"  
[YouTube Link](https://youtube.com/watch?v=QKPdk57y7Ck) [@eigensteve](/creator/youtube/eigensteve) 2025-07-14T13:00Z 469K followers, 12.6K engagements


"The Divergence of a Vector Field: Sources and Sinks"  
[YouTube Link](https://youtube.com/watch?v=So7vlARGs68) [@eigensteve](/creator/youtube/eigensteve) 2022-04-15T10:00Z 469K followers, 104.1K engagements


"Deriving the Wave Equation"  
[YouTube Link](https://youtube.com/watch?v=UXqUXYaRyGU) [@eigensteve](/creator/youtube/eigensteve) 2022-09-16T10:00Z 469K followers, 82.6K engagements


"Principal Component Analysis (PCA) Matlab"  
[YouTube Link](https://youtube.com/watch?v=VqjJ5YYt78Y) [@eigensteve](/creator/youtube/eigensteve) 2020-02-06T19:45Z 469K followers, 96.4K engagements


"Stability and Eigenvalues: What does it mean to be a "stable" eigenvalue"  
[YouTube Link](https://youtube.com/watch?v=XXjoh8L1HkE) [@eigensteve](/creator/youtube/eigensteve) 2022-10-24T10:00Z 469K followers, 72.3K engagements


"Model Predictive Control"  
[YouTube Link](https://youtube.com/watch?v=YwodGM2eoy4) [@eigensteve](/creator/youtube/eigensteve) 2018-06-11T03:06Z 469K followers, 321.5K engagements


"Principal Component Analysis (PCA) X Python"  
[YouTube Link](https://youtube.com/watch?v=fu7uXxZMzC8) [@eigensteve](/creator/youtube/eigensteve) 2020-02-06T22:30Z 469K followers, 32.2K engagements


"Stability and Eigenvalues Control Bootcamp"  
[YouTube Link](https://youtube.com/watch?v=h7nJ6ZL4Lf0) [@eigensteve](/creator/youtube/eigensteve) 2017-01-23T18:37Z 469K followers, 170.7K engagements


"Div Grad and Curl: Vector Calculus Building Blocks for PDEs Divergence Gradient and Curl"  
[YouTube Link](https://youtube.com/watch?v=lKXW7DRyyro) [@eigensteve](/creator/youtube/eigensteve) 2022-04-01T10:00Z 469K followers, 475.1K engagements


"Probability and Statistics: Overview"  
[YouTube Link](https://youtube.com/watch?v=sQqniayndb4) [@eigensteve](/creator/youtube/eigensteve) 2024-10-04T12:30Z 469K followers, 312.5K engagements


"What Is Turbulence Turbulent Fluid Dynamics are Everywhere"  
[YouTube Link](https://youtube.com/watch?v=v5IoP9Pc-Y0) [@eigensteve](/creator/youtube/eigensteve) 2021-03-19T10:00Z 469K followers, 94.6K engagements


"The Hartman-Grobman Theorem Structural Stability of Linearization and Stable/Unstable Manifolds"  
[YouTube Link](https://youtube.com/watch?v=vRaUSnB7qNw) [@eigensteve](/creator/youtube/eigensteve) 2022-11-05T17:00Z 469K followers, 26.4K engagements


"Singular Value Decomposition (SVD): Matrix Approximation"  
[YouTube Link](https://youtube.com/watch?v=xy3QyyhiuY4) [@eigensteve](/creator/youtube/eigensteve) 2020-01-20T00:03Z 469K followers, 279.8K engagements


"Sparsity and the L1 Norm"  
[YouTube Link](https://youtube.com/watch?v=76B5cMEZA4Y) [@eigensteve](/creator/youtube/eigensteve) 2020-10-23T10:00Z 469K followers, 57.6K engagements


"TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis"  
[YouTube Link](https://youtube.com/watch?v=AH2_Aq9_4R8) [@eigensteve](/creator/youtube/eigensteve) 2025-02-03T14:00Z 468K followers, 51.1K engagements


"The Fast Fourier Transform (FFT)"  
[YouTube Link](https://youtube.com/watch?v=E8HeD-MUrjY) [@eigensteve](/creator/youtube/eigensteve) 2020-03-31T16:00Z 468K followers, 403.5K engagements


"Eigenvalues and Eigenvectors"  
[YouTube Link](https://youtube.com/watch?v=ZSGrJBS_qtc) [@eigensteve](/creator/youtube/eigensteve) 2022-10-17T14:04Z 469K followers, 75.6K engagements


"Denoising Data with FFT Python"  
[YouTube Link](https://youtube.com/watch?v=s2K1JfNR7Sc) [@eigensteve](/creator/youtube/eigensteve) 2020-04-07T16:00Z 468K followers, 198.4K engagements


"Dynamic Mode Decomposition (Overview)"  
[YouTube Link](https://youtube.com/watch?v=sQvrK8AGCAo) [@eigensteve](/creator/youtube/eigensteve) 2018-06-12T13:58Z 468K followers, 105.6K engagements


"SVD and Optimal Truncation"  
[YouTube Link](https://youtube.com/watch?v=9vJDjkx825k) [@eigensteve](/creator/youtube/eigensteve) 2020-01-28T23:24Z 469K followers, 44.2K engagements


"Randomized SVD Code Matlab"  
[YouTube Link](https://youtube.com/watch?v=AFyfEqh6g3I) [@eigensteve](/creator/youtube/eigensteve) 2020-02-21T18:30Z 469K followers, 11.2K engagements


"The Birthday Problem in Probability: P(A) = X - P(not A)"  
[YouTube Link](https://youtube.com/watch?v=m7hI2LulMxE) [@eigensteve](/creator/youtube/eigensteve) 2024-10-24T17:00Z 469K followers, 35.2K engagements


"Intro to Data Science: Overview"  
[YouTube Link](https://youtube.com/watch?v=pzo13OPXZS4) [@eigensteve](/creator/youtube/eigensteve) 2019-06-06T04:48Z 469K followers, 206.8K engagements


"The Gradient Operator in Vector Calculus: Directions of Fastest Change & the Directional Derivative"  
[YouTube Link](https://youtube.com/watch?v=yXD5IlDstNk) [@eigensteve](/creator/youtube/eigensteve) 2022-04-08T10:00Z 469K followers, 143.2K engagements


"Random Variables and Probability Distributions"  
[YouTube Link](https://youtube.com/watch?v=-7QG2itL1u4) [@eigensteve](/creator/youtube/eigensteve) 2025-01-29T16:15Z 469K followers, 55.6K engagements


"Least Squares Regression and the SVD"  
[YouTube Link](https://youtube.com/watch?v=02QCtHM1qb4) [@eigensteve](/creator/youtube/eigensteve) 2020-01-25T01:27Z 469K followers, 70.4K engagements


"Linear Quadratic Regulator (LQR) Control for the Inverted Pendulum on a Cart Control Bootcamp"  
[YouTube Link](https://youtube.com/watch?v=1_UobILf3cc) [@eigensteve](/creator/youtube/eigensteve) 2017-01-29T08:09Z 469K followers, 242K engagements


"Gentle Introduction to Probability: Counting Coin Flips and Dice"  
[YouTube Link](https://youtube.com/watch?v=4T3aOIfNdTY) [@eigensteve](/creator/youtube/eigensteve) 2024-10-17T17:00Z 469K followers, 65.5K engagements


"The Laplace Transform: A Generalized Fourier Transform"  
[YouTube Link](https://youtube.com/watch?v=7UvtU75NXTg) [@eigensteve](/creator/youtube/eigensteve) 2020-07-24T22:53Z 469K followers, 357.4K engagements


"Machine Learning for Fluid Mechanics"  
[YouTube Link](https://youtube.com/watch?v=8e3OT2K99Kw) [@eigensteve](/creator/youtube/eigensteve) 2020-11-13T11:00Z 469K followers, 157.2K engagements


"Intro to Data Science: What is Data Science"  
[YouTube Link](https://youtube.com/watch?v=FsSrzmRawUg) [@eigensteve](/creator/youtube/eigensteve) 2019-06-06T05:19Z 469K followers, 139.1K engagements


"Fourier Neural Operator (FNO) Physics Informed Machine Learning"  
[YouTube Link](https://youtube.com/watch?v=W8PybqAk6Ik) [@eigensteve](/creator/youtube/eigensteve) 2024-08-16T12:00Z 469K followers, 43.9K engagements


"Set Theory in Probability: Sample Spaces and Events"  
[YouTube Link](https://youtube.com/watch?v=b_ev4Hdzh-U) [@eigensteve](/creator/youtube/eigensteve) 2024-10-22T16:00Z 469K followers, 45.1K engagements


"Principal Component Analysis (PCA)"  
[YouTube Link](https://youtube.com/watch?v=fkf4IBRSeEc) [@eigensteve](/creator/youtube/eigensteve) 2020-01-28T03:29Z 469K followers, 465.2K engagements


"Functions of a Random Variable"  
[YouTube Link](https://youtube.com/watch?v=hC2idx2-GME) [@eigensteve](/creator/youtube/eigensteve) 2025-05-07T16:45Z 469K followers, 15.3K engagements


"Neural ODEs (NODEs) Physics Informed Machine Learning"  
[YouTube Link](https://youtube.com/watch?v=nJphsM4obOk) [@eigensteve](/creator/youtube/eigensteve) 2024-06-06T14:00Z 469K followers, 96K engagements


"Singular Value Decomposition (SVD): Mathematical Overview"  
[YouTube Link](https://youtube.com/watch?v=nbBvuuNVfco) [@eigensteve](/creator/youtube/eigensteve) 2020-01-19T20:12Z 469K followers, 464.5K engagements


"The Discrete Fourier Transform (DFT)"  
[YouTube Link](https://youtube.com/watch?v=nl9TZanwbBk) [@eigensteve](/creator/youtube/eigensteve) 2020-03-28T16:30Z 469K followers, 410.7K engagements


"Linear Systems Control Bootcamp"  
[YouTube Link](https://youtube.com/watch?v=nyqJJdhReiA) [@eigensteve](/creator/youtube/eigensteve) 2017-01-23T17:17Z 469K followers, 196.3K engagements


"Neural Network Architectures & Deep Learning"  
[YouTube Link](https://youtube.com/watch?v=oJNHXPs0XDk) [@eigensteve](/creator/youtube/eigensteve) 2019-06-06T05:12Z 469K followers, 871.5K engagements


"SVD: Eigenfaces X Python"  
[YouTube Link](https://youtube.com/watch?v=ofWji_wQBEE) [@eigensteve](/creator/youtube/eigensteve) 2020-02-12T04:13Z 469K followers, 42K engagements


"SVD and Alignment: A Cautionary Tale"  
[YouTube Link](https://youtube.com/watch?v=qfZcTtjBTSA) [@eigensteve](/creator/youtube/eigensteve) 2020-01-29T19:45Z 469K followers, 17.9K engagements


"Control Bootcamp: LQG Example in Matlab"  
[YouTube Link](https://youtube.com/watch?v=reRT8LbPhBs) [@eigensteve](/creator/youtube/eigensteve) 2017-02-07T03:03Z 469K followers, 70.2K engagements


"Turbulence Closure Models: Reynolds Averaged Navier Stokes (RANS) & Large Eddy Simulations (LES)"  
[YouTube Link](https://youtube.com/watch?v=zIQpxmLwbXQ) [@eigensteve](/creator/youtube/eigensteve) 2021-04-23T10:00Z 469K followers, 130.4K engagements