# ![@quantguild Avatar](https://lunarcrush.com/gi/w:26/cr:youtube::UCW1svfGxG4ADnbc1HCH6dqA.png) @quantguild Roman Paolucci

Roman Paolucci posts on YouTube about finance, discord, stocks, discord server the most. They currently have [------] followers and [---] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/youtube::UCW1svfGxG4ADnbc1HCH6dqA/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCW1svfGxG4ADnbc1HCH6dqA/c:line/m:interactions.svg)

- [--] Week [------] -11%
- [--] Month [-------] -17%
- [--] Months [---------] +337%
- [--] Year [---------] +3,126%

### Mentions: [--] [#](/creator/youtube::UCW1svfGxG4ADnbc1HCH6dqA/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCW1svfGxG4ADnbc1HCH6dqA/c:line/m:posts_active.svg)

- [--] Month [--] -33%
- [--] Months [---] +179%
- [--] Year [---] +2,280%

### Followers: [------] [#](/creator/youtube::UCW1svfGxG4ADnbc1HCH6dqA/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCW1svfGxG4ADnbc1HCH6dqA/c:line/m:followers.svg)

- [--] Week [------] +2.30%
- [--] Month [------] +7.90%
- [--] Months [------] +105%
- [--] Year [------] +516%

### CreatorRank: [-------] [#](/creator/youtube::UCW1svfGxG4ADnbc1HCH6dqA/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCW1svfGxG4ADnbc1HCH6dqA/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  [social networks](/list/social-networks)  [technology brands](/list/technology-brands)  [gaming](/list/gaming) 

**Social topic influence**
[finance](/topic/finance) #1124, [discord](/topic/discord) #2810, [stocks](/topic/stocks) #2165, [discord server](/topic/discord-server), [mj](/topic/mj), [fu](/topic/fu), [shorts](/topic/shorts), [how to](/topic/how-to), [roman](/topic/roman) #291, [build a](/topic/build-a)

**Top assets mentioned**
[Guild Holdings Co (GHLD)](/topic/guild) [Quant (QNT)](/topic/quant)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Trader Skill or Market Luck Quant Explains Alpha in [--] Minutes *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=Ivz58kZLD2U)  2026-01-02T19:00Z 67.3K followers, 10.4K engagements


"When Diversification Breaks down 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How a Quant Manages a Portfolio #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=-7FrkXCKIEg)  2026-02-14T19:04Z 67.3K followers, [----] engagements


"How a Quant Manages a Portfolio *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/tree/main/2026%20Video%20Lectures/88.%20How%20a%20Quant%20Manages%20a%20Portfolio"  
[YouTube Link](https://youtube.com/watch?v=JjbBAyu0DmI)  2026-02-06T19:00Z 67.3K followers, 17.2K engagements


"Quant Responds to and Corrects YouTube Comments *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *📚 Quant Guild Library 🪐* https://github.com/romanmichaelpaolucci/Quant-Guild-Library I hope you enjoyed and I hope you learned something - Roman"  
[YouTube Link](https://youtube.com/watch?v=CFqo-BMtKgY)  2026-02-13T19:00Z 67.3K followers, [----] engagements


"Why Market Risk is Not Classically Diversifiable 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How a Quant Manages a Portfolio #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=U6SNSzFrufE)  2026-02-11T18:59Z 67.3K followers, 10.9K engagements


"Trading with the Black-Scholes Implied Volatility Surface *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *Jupyter Notebook:*"  
[YouTube Link](https://youtube.com/watch?v=YH0tWpBaKGs)  2025-07-18T18:00Z 67.1K followers, 11.7K engagements


"Why Monte Carlo Simulation Works *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *Jupyter Notebook:* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/33.%20Why%20Monte%20Carlo%20Simulation%20Works/why_monte_carlo_simulation_works.ipynb It was a 3:30 am EST"  
[YouTube Link](https://youtube.com/watch?v=-4sf43SLL3A)  2025-07-29T18:00Z 67.1K followers, 21.6K engagements


"How to Build a Volatility Trading Dashboard in Python with Interactive Brokers *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🔨 Source Code*"  
[YouTube Link](https://youtube.com/watch?v=19-rFVgJVkg)  2025-08-26T18:00Z 67.1K followers, 20.4K engagements


"I Ranked the Best College Majors for Becoming a Quant *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ When it comes to selecting a college major you have a lot of options. Quantitative finance is such an interdisciplinary study combining math"  
[YouTube Link](https://youtube.com/watch?v=DL_mG-RUFlQ)  2025-11-28T19:00Z 67.1K followers, 34.2K engagements


"How to Build an AI Trading Bot in Python *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Project: https://github.com/romanmichaelpaolucci/AI_Trading_Bot Alpaca: https://app.alpaca.markets/account/login OpenAI: https://platform.openai.com/api-keys ___________________________________________ Articles and code"  
[YouTube Link](https://youtube.com/watch?v=_87QHZXOOKA)  2025-04-18T18:00Z 67.1K followers, 48.8K engagements


"Profitable vs Tradable: Why Most Strategies Fail Live *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=fzz22JNg9HE)  2025-12-30T19:00Z 67.3K followers, [----] engagements


"Master Volatility with ARCH & GARCH Models *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/47.%20Master%20Volatility%20with%20ARCH%20%26%20GARCH%20Models/arch_garch.ipynb TL;DW Executive Summary"  
[YouTube Link](https://youtube.com/watch?v=iImtlBRcczA)  2025-09-16T18:00Z 67.1K followers, 14.5K engagements


"Books that Made Me a Quant *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Don't read this cover to cover and don't let these sit on your shelf. Treat them as a classroom the lab - acquire new technical skills and test them out in the real world."  
[YouTube Link](https://youtube.com/watch?v=izuZqWz-Dpg)  2025-11-14T19:00Z 67.1K followers, 62.9K engagements


"I Made the Quant Roadmap *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🗺 The Quant Roadmap * https://roadmap.sh/r/quant-roadmap-bzunq It's a marathon not a sprint. Remember this and keep learning I hope you enjoyed - Roman"  
[YouTube Link](https://youtube.com/watch?v=kLJEXE5_7rI)  2025-12-26T19:00Z 67.1K followers, 43.3K engagements


"How to Trade Option Implied Volatility 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/post/Ugkx70WiE_Sr2HEZDtd5GQqw34WAC8nPpQXx ___________________________________________ Jupyter Notebook:"  
[YouTube Link](https://youtube.com/watch?v=kQPCTXxdptQ)  2025-06-13T18:00Z 67.1K followers, 21.6K engagements


"Neural Networks for Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=n5acv8R-lN8)  2025-11-11T19:00Z 67.1K followers, 12.3K engagements


"Quant Proves Trading Can't Be Taught (But You CAN Learn This) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=uivlsPk0WLQ)  2025-10-03T18:01Z 67.1K followers, 17.6K engagements


"My Approach to Solving Quant Interview Questions (Optiver Example) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🏛 Quant Interview Question Solution*"  
[YouTube Link](https://youtube.com/watch?v=pyD-zXuP8Qo)  2026-01-06T19:01Z 67.3K followers, 11.7K engagements


"How to Trade with the Black-Scholes Model *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/6.%20How%20to%20Trade%20with%20the%20Black-Scholes%20Model/Black-ScholesTrading.ipynb Black-Scholes Equation"  
[YouTube Link](https://youtube.com/watch?v=0x-Pc-Z3wu4)  2025-02-07T19:00Z 67.1K followers, 313.7K engagements


"Quant vs. Discretionary Trading *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=3gblERSSHXI)  2025-10-10T18:00Z 67.1K followers, 16.7K engagements


"Time Series Analysis for Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/44.%20Time%20Series%20Analysis%20for%20Quant%20Finance/time_series_analysis_for_quant_finance.ipynb TL;DW"  
[YouTube Link](https://youtube.com/watch?v=JwqjuUnR8OY)  2025-09-05T18:00Z 67.1K followers, 22.7K engagements


"How to Trade with an Edge *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *Jupyter Notebook:* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/tree/main/2025%20Video%20Lectures/34.%20How%20to%20Trade%20with%20an%20Edge Master your quantitative skills and learn how the financial markets operate so"  
[YouTube Link](https://youtube.com/watch?v=NlqpDB2BhxE)  2025-08-01T18:00Z 67.1K followers, 23.2K engagements


"The [--] Papers that Built Modern Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=ZwS1gMGegrM)  2026-01-09T19:00Z 67.3K followers, [----] engagements


"Ito Integration Clearly and Visually Explained *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *Jupyter Notebook Available in the Quant Guild Library (2025) Lecture 31:*"  
[YouTube Link](https://youtube.com/watch?v=dUvZ8m3QpeI)  2025-07-22T18:00Z 67.1K followers, [----] engagements


"Quant Trader on Retail vs. Institutional Trading *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=j1XAcdEHzbU)  2025-08-22T18:00Z 67.1K followers, 32.8K engagements


"How to Trade Options: Implied Volatility Crush *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=jM7Zd6GU86Q)  2025-09-02T18:00Z 67.1K followers, 12K engagements


"Brownian Motion for Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=jiAdz9W4aDI)  2025-10-28T18:01Z 67.1K followers, 15.8K engagements


"Markov Chains for Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=k8oQfd6M5sA)  2025-09-23T18:00Z 67.1K followers, 30.3K engagements


"My Life as a Quant *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Don't do it for the money or the prestige. - Roman ___________________________________________ *📖 Chapters:* 00:00 - My life as a quant 02:28 - Falling in love with math 03:46 -"  
[YouTube Link](https://youtube.com/watch?v=n1Z90Iwc_co)  2025-11-07T19:01Z 67.1K followers, 28K engagements


"Stochastic Differential Equations for Quant Finance *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=qDAeSC40ZJE)  2025-08-12T18:00Z 67.1K followers, 16.4K engagements


"Why Your Backtests are Wrong Markov Property for Quant Trading *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=w-EbZ6Xct_E)  2025-12-09T19:01Z 67.1K followers, 14.4K engagements


"How to Build a Live Volatility Surface in Python (Interactive Brokers) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🛠 Project Source Code*"  
[YouTube Link](https://youtube.com/watch?v=5JEeAsQqlro)  2026-01-23T19:00Z 67.3K followers, [----] engagements


"Quant Explains Algorithmic Market-Making *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=aVzFKwyzwM0)  2025-12-02T19:00Z 67.1K followers, 11.8K engagements


"Why Quant Models Break (Wall Street's Dirty Secret) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=brdG1TmsPlw)  2025-10-24T18:00Z 67.1K followers, [----] engagements


"Is Trading Luck or Skill Quant Debunks Trading Gurus with Math *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=czEyUZabE2U)  2025-09-12T18:00Z 67.1K followers, 137.3K engagements


"Modeling Volatility with ARCH & GARCH 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Master Volatility with ARCH & GARCH Models #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=jS4hVMqhbxM)  2025-09-22T18:03Z 67.1K followers, [----] engagements


"Options Trading: Real-Time Volatility Surfaces 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Build a Live Volatility Surface in Python (Interactive Brokers) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=x-f7z71Aga4)  2026-02-09T19:11Z 67.3K followers, [----] engagements


"Monte Carlo Simulation and Black-Scholes for Pricing Options 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxxLx6NPeTssE9sGNBLUnLiz8Y5i_UyJmR ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Monte-Carlo-Black-Scholes-Pricing Black-Scholes Equation Derivation: https://www.youtube.com/watchv=2iClLEfXuqA"  
[YouTube Link](https://youtube.com/watch?v=-1RYvajksjQ)  2025-05-16T18:00Z 24.9K followers, [----] engagements


"Inverse Transform Method for Generating Random Variables I hope you enjoyed this lecture please feel free to leave a comment or reach out to me with any questions. Inverse Transform Method Jupyter Notebook: https://github.com/romanmichaelpaolucci/Inverse-Transform-Method/tree/main Help me out and buy my stuff or check out my other free stuff. Quant Guild Course Offerings: https://quantguild.com We're getting started on Discord Join the Quant Guild Discord server here https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild"  
[YouTube Link](https://youtube.com/watch?v=1WB8PtKnaqU)  2025-01-03T19:00Z [----] followers, [---] engagements


"Why Wall Street Hires PhDs 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=1tX3EgZNsU0)  2025-07-28T18:00Z 41.6K followers, [----] engagements


"Trading with Violated Model Assumptions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/post/Ugkx70WiE_Sr2HEZDtd5GQqw34WAC8nPpQXx ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/TradingwithViolatedModelAssumptions How to Trade: https://youtu.be/NqOj__PaMec Expected Stock Returns Don't Exist: https://youtu.be/iXNSBn5xqrA Moment-Generating Functions and"  
[YouTube Link](https://youtube.com/watch?v=2ezWtM8J_os)  2025-06-20T18:00Z 28.6K followers, [----] engagements


"Leveling Up to Quant V: Uniform Probability & Binomial Random Variables 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 25% Off Access to Quant Guild http://youtube.com/post/Ugkx5x12aT_LSRL_tKQOxQtUNrFlcuwYp3Jvsi=hYkEZ0ajWj1rAyyI ___________________________________________ Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild https://romanmichaelpaolucci.medium.com/ For more free tutorials and references see our GitHub"  
[YouTube Link](https://youtube.com/watch?v=7C72-fuccio)  2025-04-15T18:00Z 22.1K followers, [---] engagements


"Trading Market Overreactions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant on Trading and Investing #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=7HSImFPsyj0)  2025-09-03T18:03Z 43.5K followers, [----] engagements


"Correcting the Interpretation of a Confidence Interval 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 I hope you found this video informative. Please let me know if you would like more videos on statistics applied to finance. Check out my latest article on trading social sentiment: https://medium.com/quant-guild/predicting-stock-returns-using-stocktwits-social-sentiment-97899896a6b5 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild"  
[YouTube Link](https://youtube.com/watch?v=7h8MDB029MQ)  2023-11-27T13:00Z 20.5K followers, [---] engagements


"How to Trade with the Kelly Criterion *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Take Live Classes with Roman on Quant Guild* https://quantguild.com/live-classes August [----] Cohort: Financial Mathematics Quantitative Trading *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=7tvW3NvRnPk)  2025-08-08T18:00Z 32.8K followers, [----] engagements


"Managing Option Portfolios with Black-Scholes Greeks 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com March [----] Promo Question for Quant Guild Lifetime Access: https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxIAhQCKcI8GHGE-T_V0JIIZ4FB9nbkeLQ Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Jupyter Notebook: https://github.com/romanmichaelpaolucci/Linear-Approximations-and-Option-Greeks Approximating Derivatives: https://www.youtube.com/watchv=CD8XYP4lq4g Black-Scholes Equation Derivation:"  
[YouTube Link](https://youtube.com/watch?v=Augr2c-PMc4)  2025-03-21T18:00Z 20K followers, [----] engagements


"Why We Can't Predict Stock Prices 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: What Does AI Actually Learn #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=DNNCPUURpJU)  2025-09-06T18:01Z 42.6K followers, [----] engagements


"Control Variates for Variance Reduction I hope you enjoyed this lecture please feel free to leave a comment or reach out to me with any questions. Control Variates Jupyter Notebook: https://github.com/romanmichaelpaolucci/Control-Variates Help me out and buy my stuff or check out my other free stuff. Quant Guild Course Offerings: https://quantguild.com We're getting started on Discord Join the Quant Guild Discord server here https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild https://romanmichaelpaolucci.medium.com/ For"  
[YouTube Link](https://youtube.com/watch?v=Iu_gCD74Y70)  2025-01-10T19:00Z [----] followers, [---] engagements


"Fundamental Theorem of Calculus and Area of Bounded Regions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 25% Off Access to Quant Guild http://youtube.com/post/Ugkx5x12aT_LSRL_tKQOxQtUNrFlcuwYp3Jvsi=hYkEZ0ajWj1rAyyI ___________________________________________ Journey to Quant V Episode 1: https://youtu.be/7C72-fuccio ___________________________________________ Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild"  
[YouTube Link](https://youtube.com/watch?v=Kkfu3uZbbwM)  2025-04-29T18:00Z 23.1K followers, [---] engagements


"The Only Certainty in Trading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LVKi_TMq0-I)  2025-07-24T06:00Z 30.9K followers, [----] engagements


"A Quant Derives the KarhunenLove Expansion of the Brownian Bridge in Continuous-Time *🚀 Master Quantitative Skills with Quant Guild:* https://quantguild.com *Interactive Brokers for Algorithmic Trading:* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *Join the Quant Guild Discord server here:* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Wow - that's a lot of quant math right there Probably the most fun I've had creating a video - I am hopeful topics like this will find an audience so I may continue making similar"  
[YouTube Link](https://youtube.com/watch?v=Nm0XXPhpEx8)  2025-07-08T18:00Z 30.3K followers, [----] engagements


"Trading and Optimal Risk vs. Return 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant on Trading and Investing #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=Omhljp1zW-k)  2025-09-04T18:02Z 35.3K followers, [----] engagements


"There is No Mean Return of a Stock #trading #investing #stocks #finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance"  
[YouTube Link](https://youtube.com/watch?v=OyBVrSm5s64)  2025-06-10T18:00Z 27.6K followers, [----] engagements


"Martingale Volatility Trading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Check out my new free open-source market-making game: https://practicemarketmaking.com Jupyter Notebook: https://github.com/romanmichaelpaolucci/MartingaleBettingStrategyVolatilityTrading Black-Scholes Equation Derivation: https://www.youtube.com/watchv=2iClLEfXuqA https://medium.com/swlh/deriving-the-black-scholes-model-5e518c65d0bc European Options 101: https://www.youtube.com/watchv=HgjeDJVCHSo Market Implied"  
[YouTube Link](https://youtube.com/watch?v=Q1lxVrLHrYE)  2025-02-21T19:00Z 16.7K followers, [----] engagements


"A Quant's Visual Guide to Progress 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild https://romanmichaelpaolucci.medium.com/ For more free tutorials and references see our GitHub https://github.com/RomanMichaelPaolucci https://github.com/Quant-Guild"  
[YouTube Link](https://youtube.com/watch?v=QBx-KCvNQBQ)  2025-03-14T18:00Z 18.9K followers, [----] engagements


"September Rate Cut In Sight Quant Guild Market Outlook *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *📖 Chapters:* 00:00 - Last Week (08/17/25) 00:51 - This Week (08/24/25) ___________________________________________ *🗂 Resources* *📚 Quant Guild Library:*"  
[YouTube Link](https://youtube.com/watch?v=QHs01bblf9A)  2025-08-24T18:00Z 35K followers, [----] engagements


"Beating the Market is Absurd #trading #investing #stocks #finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance"  
[YouTube Link](https://youtube.com/watch?v=QXTiyfT8HvQ)  2025-04-22T18:00Z 22.8K followers, [----] engagements


"How Machines Learn in [--] Seconds #ai #artificialintelligence 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #artificialintelligence #ai #machinelearning"  
[YouTube Link](https://youtube.com/watch?v=QpjO8RXPcWg)  2025-04-01T18:00Z 20.8K followers, [----] engagements


"Finding Edge in Mispricings 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Monte Carlo Simulation Works #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=RTEzGvufw5s)  2025-08-04T17:54Z 31.8K followers, [----] engagements


"Ito's Lemma Clearly and Visually Explained *Chapters:* 00:00 - Introduction 01:16 - Traditional Derivatives 02:37 - Differentials 04:26 - Traditional Taylor Series Expansions 10:30 - (Intuitively) Rules for Differentials in Stochastic Calculus 13:58 - (More Formally) Why Quadratic Brownian Motion Differentials Don't Dropout 15:33 - Ito's Lemma the Differential of a Time-Dependent Function of a Stochastic Process 18:08 - Visual Interpretation of Ito's Lemma 21:05 - Closing Thoughts ___________________________________________ *Jupyter Notebook:*"  
[YouTube Link](https://youtube.com/watch?v=TgBzqdN24fo)  2025-07-15T18:00Z 30.1K followers, [----] engagements


"Trading and Surviving the Short-Run 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=U1B1_d7upvY)  2025-08-03T17:55Z 31.6K followers, [----] engagements


"What is Probability Anyway #maths 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths"  
[YouTube Link](https://youtube.com/watch?v=UAMl6mJucxU)  2025-03-25T18:00Z 20.2K followers, [---] engagements


"Critical August Inflation Data Quant Guild Market Outlook *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *📖 Chapters:* 00:00 - Last Week (08/24/25) 01:07 - Upcoming Week (08/31/25) ___________________________________________ *🗂 Resources* *📚 Quant Guild Library:*"  
[YouTube Link](https://youtube.com/watch?v=VCVRdbFv5mE)  2025-08-31T18:00Z 34.8K followers, [---] engagements


"Equity Trading and Tariffs 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 35% Off Lifetime Access to Quant Guild https://www.youtube.com/post/UgkxoBZZglamNEpbhPln41wAVbxSuvOlBfCs ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Equity-Trading-and-Tariffs ___________________________________________ Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild"  
[YouTube Link](https://youtube.com/watch?v=Yms19aI3eu4)  2025-03-28T18:00Z 20.9K followers, [----] engagements


"Can AI Learn Black-Scholes 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 25% Off Access to Quant Guild http://youtube.com/post/Ugkx5x12aT_LSRL_tKQOxQtUNrFlcuwYp3Jvsi=hYkEZ0ajWj1rAyyI ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Can-AI-Learn-Black-Scholes Trading with the Black-Scholes Model: https://www.youtube.com/watchv=0x-Pc-Z3wu4 Black-Scholes Equation Derivation:"  
[YouTube Link](https://youtube.com/watch?v=aRr3chiwkrI)  2025-04-04T18:00Z 21.2K followers, [----] engagements


"Mastering Markov Chains for Quant Interviews Markov chains are an extremely powerful tool enabling us to solve a variety of interesting probability questions. Stay tuned for Part [--] where we will continue answering these interesting questions using Markov chains. Analytical/Simulation Probability Code: https://gist.github.com/romanmichaelpaolucci/ba1d610e3f979346a749f5e3b7ebccdf Help me out and buy my stuff or check out my other free stuff. Save 50% on courses using code: QGYOUTUBE https://quantguild.com We're getting started on Discord Join the Quant Guild Discord server here"  
[YouTube Link](https://youtube.com/watch?v=b6yrn6FqTvs)  2024-02-20T19:00Z [----] followers, [----] engagements


"An Option Contract is just a Game 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=bJ0lU8S1KfI)  2025-07-31T18:00Z 31.5K followers, [----] engagements


"Why News Outlets Don't Measure Risk Correctly 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Master Volatility with ARCH & GARCH Models #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=bMcKDhd_Wy4)  2025-09-24T17:59Z 39.3K followers, [----] engagements


"Analyzing Trading Strategy Performance Over Time I hope you enjoyed this lecture please feel free to leave a comment or reach out to me with any questions. Note: The mean-reverting process is a good example of what you may face when plotting the probabilities over time if severely negative drift is an indication to one that simply "taking the opposite position" or "negating the strategy" is a viable option. In reality this often makes no economic sense. Video's Jupyter Notebook: https://github.com/romanmichaelpaolucci/When-To-Stop-Trading-Profitable-Strategies Help me out and buy my stuff or"  
[YouTube Link](https://youtube.com/watch?v=boh9JkGPG9U)  2025-01-24T19:30Z [----] followers, [---] engagements


"Finite Differences for Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Finite Differences Option Pricing for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=cC9wxCbM1Zk)  2025-08-18T18:00Z 32.8K followers, [---] engagements


"Quant Interview Questions Probabilities of Minimum and Maximum Functions Mathematicians often don't prove statement A directly - rather they show statement A is equivalent to statement B and then prove statement B. In similar fashion it's often not enough to "know" high level concepts in probability and statistics - rather being able to make equivalent statements that are much simpler to solve. I hope you've found this video useful Help me out and buy my stuff or check out my other free stuff. Save 50% on courses using code: QGYOUTUBE https://quantguild.com We're getting started on Discord"  
[YouTube Link](https://youtube.com/watch?v=dGzsOXNRbQY)  2024-01-26T19:00Z [----] followers, [---] engagements


"Information and Stock Price Prediction 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 25% Off Access to Quant Guild http://youtube.com/post/Ugkx5x12aT_LSRL_tKQOxQtUNrFlcuwYp3Jvsi=hYkEZ0ajWj1rAyyI ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Thinking-About-Predictive-Modeling How to Make and Lose Money Trading: https://youtu.be/WP9fb7AMFsI Analyzing Trading Strategy Performance Over Time:"  
[YouTube Link](https://youtube.com/watch?v=df9arrckvL8)  2025-04-25T18:00Z 26.8K followers, [----] engagements


"Don't Blow Your Account Revenge Trading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Poker Pros Make the Best Traders (It's NOT Luck) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=dpwqCVHn3XQ)  2025-10-04T18:00Z 41.6K followers, [----] engagements


"Optimal Trade Sizing with the Kelly Criterion 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Kelly Criterion #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=f0uXjJkN7rA)  2025-08-20T17:54Z 33.1K followers, [----] engagements


"Option Contracts are a Zero-Sum Game 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=gJ9YM1m96iU)  2025-07-30T18:00Z 31.3K followers, [----] engagements


"Statistics and Trading System P/L 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Kelly Criterion #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=hwZyKB5VQe8)  2025-08-17T17:58Z 32.8K followers, [----] engagements


"Expected Stock Returns Don't Exist 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/post/Ugkx70WiE_Sr2HEZDtd5GQqw34WAC8nPpQXx ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/21.%20Expected%20Stock%20Returns%20Don't%20Exist/ExpectedReturnsDontExist-main/expected_returns_dont_exist.ipynb"  
[YouTube Link](https://youtube.com/watch?v=iXNSBn5xqrA)  2025-05-30T18:00Z 35K followers, [----] engagements


"Delta Hedging and Black-Scholes Prices 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com March [----] Promo Question for Quant Guild Lifetime Access: https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxIAhQCKcI8GHGE-T_V0JIIZ4FB9nbkeLQ Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/9.%20Delta%20Hedging%20and%20Black-Scholes%20Prices/Delta%20Hedging%20Trading%20Strategy.ipynb Black-Scholes Equation Derivation:"  
[YouTube Link](https://youtube.com/watch?v=jDoLost28tE)  2025-03-07T19:00Z 30.9K followers, [----] engagements


"Two Facts About Volatility #trading #investing #stocks #finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance"  
[YouTube Link](https://youtube.com/watch?v=jXWQBbiN2EE)  2025-06-03T18:00Z 26.6K followers, [----] engagements


"Quant Exposes Trading Gurus 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Is Trading Luck or Skill Quant Debunks Trading Gurus with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=jvxRjxA_qHo)  2025-09-27T18:02Z 40.4K followers, [----] engagements


"Quant Interview Questions Consecutive Coin Flip Payouts Here's a fun "hedge fund style" interview question I came up with. Alternatively try finding the same solution by modeling the problem as a Markov process and computing transition probabilities. I hope you've found this video useful Help me out and buy my stuff or check out my other free stuff. Save 50% on courses using code: QGYOUTUBE https://quantguild.com We're getting started on Discord Join the Quant Guild Discord server here https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog"  
[YouTube Link](https://youtube.com/watch?v=lGJ6z_jHFwM)  2024-02-02T19:00Z [----] followers, [--] engagements


"Why The House Always Wins: Roulette Explained 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=lK5mhL5ggHs)  2025-07-20T18:00Z 30.4K followers, [---] engagements


"The Goal of Every Trader 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=mO3Wly37MkU)  2025-10-13T18:00Z 43.5K followers, [----] engagements


"Normally Distributed Returns and Value of an Annuity Due 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxxLx6NPeTssE9sGNBLUnLiz8Y5i_UyJmR ___________________________________________ Journey to Quant V Episode 2: https://youtu.be/Kkfu3uZbbwM ___________________________________________ Articles and code walkthroughs can be found on our blog"  
[YouTube Link](https://youtube.com/watch?v=muHL4mQhMZE)  2025-05-06T18:00Z 23.9K followers, [---] engagements


"Poker and Trading: Thinking in Uncertainty 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Is Trading Luck or Skill Quant Debunks Trading Gurus with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=nkiaxY5_bhE)  2025-10-01T18:03Z 41.1K followers, [----] engagements


"Trading with the Black-Scholes Model - No Ph.D. Required 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=oCHz9lyPdhE)  2025-08-16T18:03Z 32.7K followers, [----] engagements


"Trading with the Black-Scholes Model Assumptions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade with the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=oFB9mt5Tf1k)  2025-08-11T18:09Z 32.2K followers, [----] engagements


"Why Quant Traders Care About Pricing 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxxLx6NPeTssE9sGNBLUnLiz8Y5i_UyJmR ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/18.%20Why%20Quant%20Traders%20Care%20About%20Pricing/pricing.ipynb Black-Scholes"  
[YouTube Link](https://youtube.com/watch?v=s0lVvYMA5OA)  2025-05-09T18:01Z 29.9K followers, 11.2K engagements


"What is a Black-Scholes Model Framework 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Price Exotic Options #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=t3W1GyvZMWY)  2025-08-14T17:58Z 32.5K followers, [----] engagements


"What Does AI Actually Learn *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Take Live Classes with Roman on Quant Guild* https://quantguild.com/live-classes August [----] Cohort: Financial Mathematics Quantitative Trading *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=tX7b2KT63WQ)  2025-08-05T18:01Z 31.8K followers, [----] engagements


"Black-Scholes Trading Edge 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=vRR0dmahW3s)  2025-07-27T18:00Z 31.1K followers, [----] engagements


"Trading is a Game of Incomplete Information 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=wsndDfKfvVg)  2025-07-26T18:00Z 31.1K followers, [---] engagements


"How to Build Fast Neural Networks with GPU using PyTorch 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Articles and relevant code can be found on our blog https://towardsdatascience.com/how-to-build-a-neural-network-for-nlp-tasks-with-pytorch-and-gpu-da542591dbe1 https://romanmichaelpaolucci.medium.com/ https://medium.com/quant-guild For free tutorials and references see our GitHub https://github.com/RomanMichaelPaolucci https://github.com/Quant-Guild"  
[YouTube Link](https://youtube.com/watch?v=xuykp2s3pfg)  2022-11-23T13:00Z 22.6K followers, [---] engagements


"The Hidden Levers of Trading Edge 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Gambler's Ruin Problem in Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=yfSb9zAkm-Q)  2025-08-02T17:54Z 31.6K followers, [----] engagements


"My Earnings Event Options Trading Tool 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade Options: Implied Volatility Crush #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=yqHhtT3lMdU)  2025-09-15T17:55Z 37.5K followers, [----] engagements


"Algorithmic Discretionary Trading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=-d09IEAkpio)  2025-10-27T17:59Z 45.8K followers, [----] engagements


"Math Struggles from a Quant Researcher 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=03WOUsEvRdY)  2025-11-17T19:04Z 50.8K followers, [----] engagements


"Quant Models from Theory to Practice 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Hidden Markov Models for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=0eePeXLJeMs)  2025-10-08T17:55Z 45.1K followers, [----] engagements


"Trading and Ergodic vs. Non-Ergodic Systems 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Traders Lose: Ergodicity for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=117pT8CcxY8)  2026-01-24T19:18Z 67.3K followers, 12.9K engagements


"Algorithmic Trading Volatility Surface Dislocations 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=1_JmuvG1_IE)  2025-11-02T19:03Z 46.8K followers, 12.5K engagements


"Trading with Ineffective Policy Functions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Busts [--] Trading Myths with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=1hFS9qDeHxs)  2025-10-29T17:55Z 60.9K followers, [----] engagements


"How to Price Options with Monte Carlo Simulation *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=2-VRYBKfoyE)  2025-12-16T19:00Z 57K followers, [----] engagements


"Option Price Simulation and the Law of Large Numbers 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How Physics Accidentally Proved the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=21vitgw0q6M)  2025-12-13T18:57Z 57.3K followers, 11.5K engagements


"CS Major: Is It Enough for Quant Roles 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Ranked the Best College Majors for Becoming a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=48mMsyo-6xo)  2025-12-24T19:03Z 58.7K followers, 11.4K engagements


"Why Most People Should NOT Trade 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=4tVt-as6Rpw)  2025-10-16T18:04Z 44K followers, [----] engagements


"Brownian Motion vs White Noise 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Brownian Motion for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=53vmgHSGChs)  2025-11-09T19:03Z 53.5K followers, [----] engagements


"Qualitative Text Data to Quantitative Data 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Natural Language Processing (NLP) for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=5FpOYn0_nhk)  2025-12-04T19:00Z 54.9K followers, [----] engagements


"Markets Aren't Markovian 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Your Backtests are Wrong Markov Property for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=5GnmqfdxN3U)  2025-12-18T18:59Z 57.9K followers, 13.7K engagements


"Master your Quantitative Skills 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Non-Target to Quant: How to Get a Quant Job in [--] Steps #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=5IPZDvwXGeo)  2026-01-12T19:01Z 67.3K followers, [----] engagements


"Implied Probability Is Not Probability 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=5Pt_LuOJJ8Y)  2025-10-18T18:02Z 54.4K followers, [----] engagements


"Risk-Adjusted Trading Strategy Metrics 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Trading Metrics are Misleading (Unless This is True) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=7aiLtO762x4)  2025-09-21T18:04Z 47.9K followers, [----] engagements


"Trading Strategy Metrics are Overrated 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Trading Metrics are Misleading (Unless This is True) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=7ji1ipRBnko)  2025-09-25T18:00Z 58.1K followers, [----] engagements


"Gamers Make More Money Than Quants 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Non-Target to Quant: How to Get a Quant Job in [--] Steps #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=8X4LpZDfZrc)  2026-01-08T18:58Z 67.3K followers, 10.4K engagements


"Live Trading: Regime Switching Dashboard in Action 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Build a Markov Chain Regime Switching Bot in Python with Interactive Brokers Part [--] #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=8dno7_dgZi4)  2025-12-28T19:04Z 67.3K followers, 10.4K engagements


"Do Emojis Predict Stock Returns Quant Guild at UCSD's Triton Quantitative Trading *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *📚 Seminar Slides*"  
[YouTube Link](https://youtube.com/watch?v=915-fyEM9l8)  2025-10-07T18:00Z 44.5K followers, [----] engagements


"Black-Scholes and the Feyman-Kac Theorem 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How Physics Accidentally Proved the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=9NNUhKDKF3A)  2025-12-07T19:04Z 55.7K followers, 13.6K engagements


"The Father of Financial Mathematics (Quantitative Finance) 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: The [--] Papers that Built Modern Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=9Yqpq4yvIDs)  2026-01-15T19:03Z 67.3K followers, 14.1K engagements


"Why Quants Trade Alpha 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Trader Skill or Market Luck Quant Explains Alpha in [--] Minutes #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=AgElUA170B0)  2026-01-14T18:55Z 67.3K followers, [----] engagements


"Heston Model Calibration: Deriving Risk-Neutral Dynamics 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Explains Algorithmic Market-Making #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=AoygXVhugtE)  2025-12-10T19:04Z 56.7K followers, 14.3K engagements


"A Casino's Edge is Ensured by the Law of Large Numbers 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=BdX0FJd0jZI)  2025-10-19T17:55Z 55.9K followers, [----] engagements


"Building Better Quant Models 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Hidden Markov Models for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=CCHqJUm_qwY)  2025-10-11T17:58Z 44.5K followers, [----] engagements


"Why is the Definition of a Derivative Useful 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com March [----] Promo Question for Quant Guild Lifetime Access: https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxIAhQCKcI8GHGE-T_V0JIIZ4FB9nbkeLQ Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild https://romanmichaelpaolucci.medium.com/ For more free tutorials and references see our GitHub https://github.com/RomanMichaelPaolucci"  
[YouTube Link](https://youtube.com/watch?v=CD8XYP4lq4g)  2025-02-28T19:00Z 45.4K followers, [----] engagements


"How to Build a Markov Chain Regime Switching Bot in Python with Interactive Brokers Part [--] *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🛠 Part [--] Source Code*"  
[YouTube Link](https://youtube.com/watch?v=CkXljL6eI5A)  2025-12-19T19:00Z 57.4K followers, [----] engagements


"My Options Trading Profits from NVDA Earnings 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Trade Options: Implied Volatility Crush #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=DQEDZj6oyEg)  2025-09-13T18:00Z 62.2K followers, [----] engagements


"Visualizing Stochastic Processes 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Brownian Motion for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=DnH5kSv77mg)  2025-11-13T19:04Z 49.3K followers, [----] engagements


"Why Expected Returns are Misleading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Trading Metrics are Misleading (Unless This is True) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=EEEfkCL9_aQ)  2025-09-29T18:01Z 46.8K followers, [----] engagements


"AI vs. Statistics for Trading Signals 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: What Does AI Actually Learn #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=F50yiibZsaA)  2025-08-25T17:54Z 61.7K followers, [----] engagements


"Avoid Trading Scams and Master the Math 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Busts [--] Trading Myths with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=Ff94PMAyGoU)  2025-10-20T18:03Z 45.1K followers, 17.2K engagements


"Visualizing Brownian Increments 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Brownian Motion for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=GM9moHgpIsw)  2025-11-16T19:03Z 50.2K followers, [----] engagements


"How to Build a Markov Chain Regime Switching Bot in Python with Interactive Brokers Part [--] *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🔨 Source Code*"  
[YouTube Link](https://youtube.com/watch?v=GZnCiXMNZcQ)  2025-12-12T19:00Z 56.5K followers, [----] engagements


"The Goal Never Prediction It's Optimal Action 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Quant Models Break (Wall Street's Dirty Secret) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=H2xVoBJstbo)  2025-10-30T18:04Z 46.8K followers, 12.8K engagements


"Diffusion Processes for Quantitative Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: The [--] Papers that Built Modern Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=HAF3U5fp-mo)  2026-01-18T19:04Z 67.3K followers, 20.8K engagements


"Trading Win Rate is Necessary not Sufficient 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Busts [--] Trading Myths with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=HZvLDOsycfw)  2025-10-25T18:03Z 45.4K followers, [----] engagements


"Falling In Love With Math and Athletics 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=HoVH791uxCE)  2025-11-29T19:01Z 53.5K followers, [----] engagements


"How Physics Accidentally Proved the Black-Scholes Model *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=IIzGqL3ChEs)  2025-11-25T19:00Z 54.2K followers, [----] engagements


"Trading Gurus Have Fake Trading Metrics 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Busts [--] Trading Myths with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=J6ylIU4SPRM)  2025-10-23T18:02Z 47.9K followers, [----] engagements


"Why Trading Metrics are Misleading (Unless This is True) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=K-aUu_M02-Y)  2025-09-19T18:00Z 63.8K followers, 10K engagements


"Algorithmic Market Regime Calibration 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Build a Markov Chain Regime Switching Bot in Python with Interactive Brokers Part [--] #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=KJol5Lc-Mw8)  2025-12-21T19:01Z 58.1K followers, [----] engagements


"Rejecting Gatekeeping in Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=KW0HenR9tD4)  2025-11-12T19:00Z 49K followers, [----] engagements


"Why Black-Scholes Can't Price Exotic Options 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Price Exotic Options #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=KbHz3ZjOHr0)  2025-08-09T18:04Z 62.2K followers, [----] engagements


"The Fundamental Theorem of Asset Price and Black-Scholes Model 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How Physics Accidentally Proved the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LAYFeHEub80)  2025-12-11T19:03Z 56.5K followers, [----] engagements


"Quant on Gambling Poker and Trading 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Is Trading Luck or Skill Quant Debunks Trading Gurus with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LDxMiZBDasU)  2025-09-18T18:02Z 58.7K followers, [----] engagements


"1-D Heat Partial Differential Equation for Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Finite Differences Option Pricing for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LNmhfekZRu0)  2025-08-21T18:04Z 49K followers, [----] engagements


"Quantitative Finance: Passion OR Profit 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Non-Target to Quant: How to Get a Quant Job in [--] Steps #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LaM5LfLKF0s)  2026-01-05T19:16Z 67.3K followers, [----] engagements


"Modeling Non-Stationary Data with Machine Learning 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Profitable vs Tradable: Why Most Strategies Fail Live #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=LthTFzOBXug)  2026-01-11T19:02Z 67.3K followers, [----] engagements


"A Big Problem with Quant Models 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Markov Chains for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=Mn4ZiFFVKXU)  2025-09-28T18:04Z 51.2K followers, [----] engagements


"Quant on [--] Year Old Crypto Millionaires 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant on Retail vs. Institutional Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=MwVUCoS2bfg)  2025-09-01T17:59Z 61.9K followers, [----] engagements


"Data Science/ML/AI Major: A Tier for Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Ranked the Best College Majors for Becoming a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=NGJvYSXvKLE)  2025-12-01T18:56Z 60.5K followers, 11.7K engagements


"The Ultimate Quant Roadmap 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Made the Quant Roadmap #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=NK5qPt3BFAg)  2026-01-03T18:56Z 67.3K followers, [----] engagements


"How to Trade *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/22.%20How%20to%20Trade/how_to_trade.ipynb Moment-Generating Functions and Normal Random Variables:"  
[YouTube Link](https://youtube.com/watch?v=NqOj__PaMec)  2025-06-06T18:00Z 57.2K followers, 25K engagements


"Trading Strategy: Increase Spread Make More Money 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Explains Algorithmic Market-Making #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ONXZp1S2CKo)  2025-12-25T19:03Z 58.7K followers, 10.9K engagements


"The Purpose of Quant Models 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Quant Models Break (Wall Street's Dirty Secret) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=O_ypo8VxHlQ)  2025-11-03T19:04Z 46.8K followers, [----] engagements


"Working as an Independent Quant 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=RMplhjuwNoI)  2025-11-10T18:56Z 52.5K followers, [----] engagements


"All Models are Wrong - That's the Point 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Brownian Motion for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=S_4FYSIkX2U)  2025-11-05T19:03Z 47.5K followers, [----] engagements


"Why Time Series Analysis Can't Predict the Future 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Time Series Analysis for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=TdnlA-79xYQ)  2025-09-17T17:56Z 58.7K followers, [----] engagements


"Linear Algebra is Essential for Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Books that Made Me a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=UijHYSu6raI)  2025-11-23T19:02Z 61.9K followers, [----] engagements


"Ergodicity and Additive vs. Multiplicative Wealth 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Traders Lose: Ergodicity for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=VJiGGLydh4s)  2026-01-22T18:59Z 67.3K followers, [----] engagements


"Become a Quant: Master Foundational Topics & Make Informed Decisions 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Made the Quant Roadmap #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=VO3iNXzJx8M)  2025-12-31T19:03Z 67.3K followers, [----] engagements


"Learning over Prestige 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=VniTwFXK-24)  2025-11-30T19:00Z 54.1K followers, [----] engagements


"AI for Generating Trading Signals 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: What Does AI Actually Learn #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=XOc5dqDpaLc)  2025-08-28T18:04Z 61.7K followers, [----] engagements


"Networking is the ONLY Way to Get a Quant Job 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Non-Target to Quant: How to Get a Quant Job in [--] Steps #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=XxtqaKqWAQ4)  2026-01-10T18:58Z 67.3K followers, [----] engagements


"Quant Models Can't Predict the Future 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Quant Models Break (Wall Street's Dirty Secret) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=YDbUtyWGvzA)  2025-11-05T19:02Z 52.2K followers, [----] engagements


"Quant Modeling Time Variant Market Dynamics 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Hidden Markov Models for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=YZafO7ZCR-E)  2025-10-12T17:55Z 44K followers, [----] engagements


"Why Exotics Can't be Priced in a Black-Scholes Framework 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=YvEodkeae4M)  2025-07-21T18:00Z 63K followers, [----] engagements


"Quant Models and Black Swan Events 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Quant Models Break (Wall Street's Dirty Secret) #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ZLI9kxtLw_E)  2025-10-26T18:04Z 60.9K followers, 12.1K engagements


"From Minecraft Mods to Trading Systems 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ZbYXS0bTH5Q)  2025-11-26T19:03Z 52.8K followers, [----] engagements


"How Carr-Madan's Research Changed Quant Finance Forever 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Heston Stochastic Volatility Model and Fast Fourier Transforms #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=_74PKxdUSZs)  2025-08-30T18:04Z 52.2K followers, [----] engagements


"Quant Investing for Beginners 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve our Monthly Promo Question for 25% Off Access to Quant Guild http://youtube.com/post/Ugkx5x12aT_LSRL_tKQOxQtUNrFlcuwYp3Jvsi=hYkEZ0ajWj1rAyyI ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/14.%20Quant%20Investing%20for%20Beginners/Quant%20Investing%20Strategies%20for%20Beginners.ipynb Portfolio"  
[YouTube Link](https://youtube.com/watch?v=aBfkf_0YsCY)  2025-04-11T18:00Z 52.5K followers, 13.2K engagements


"Creating EV When Edge is Against You 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ao1DIJO4zAo)  2025-10-22T18:03Z 44.9K followers, [----] engagements


"Market Implied Probabilities are Not Probabilities 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Busts [--] Trading Myths with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=baXbjY9fyLc)  2025-10-26T03:55Z 58.1K followers, [----] engagements


"Using Poker to Explain Proper Backtesting 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Explains Backtesting with Poker #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=c7Ikv_imm6c)  2026-01-04T19:02Z 67.3K followers, [----] engagements


"Quant Majors Study Pricing Theory Not Alpha Research 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Ranked the Best College Majors for Becoming a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=d8r5FBwNetQ)  2025-12-29T18:55Z 67.3K followers, [----] engagements


"Quant Debunks the Performance of YouTube Day Traders 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Is Trading Luck or Skill Quant Debunks Trading Gurus with Math #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=dLFEkhrzm58)  2025-09-14T18:03Z 59.7K followers, [----] engagements


"Why Quant Models Break 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Hidden Markov Models for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=e0geYHa_RSA)  2025-10-05T18:01Z 45.4K followers, [----] engagements


"Why Portfolio Optimization Doesnt Work 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxxLx6NPeTssE9sGNBLUnLiz8Y5i_UyJmR ___________________________________________ Jupyter Notebook: https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/20.%20Why%20Portfolio%20Optimization%20Doesn't%20Work/portfolio_optimization.ipynb"  
[YouTube Link](https://youtube.com/watch?v=eZIITtd3UfY)  2025-05-23T18:00Z 63.7K followers, [----] engagements


"Quantitative Finance in Python Q-Fin Python Library 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 An introduction to the quantitative finance/research library I have been building in Python. Written Explanation with Code: https://towardsdatascience.com/q-fin-a-python-library-84b611c44411 Follow me on Medium: https://medium.com/@romanmichaelpaolucci Check out my GitHub: https://github.com/RomanMichaelPaolucci"  
[YouTube Link](https://youtube.com/watch?v=g9HIk8EQCzw)  2021-06-24T12:58Z 45.9K followers, [----] engagements


"Banks are Just Casinos (Quant Explains Why) *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=gG9Xsvgqvp4)  2025-10-21T18:00Z 44.9K followers, [----] engagements


"Algorithmic Trading and Conditioning on Regimes 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How to Build a Markov Chain Regime Switching Bot in Python with Interactive Brokers Part [--] #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=i8L4ZGpoOY4)  2025-12-15T19:04Z 57K followers, [----] engagements


"Model Specification Impacts Stable and Accurate Regimes 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Profitable vs Tradable: Why Most Strategies Fail Live #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=jg00ETNrTu8)  2026-01-19T18:55Z 67.3K followers, [----] engagements


"Path Dependency and Incorrect Backtests 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Why Your Backtests are Wrong Markov Property for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=jookf9MUaWM)  2025-12-20T18:56Z 58.1K followers, [----] engagements


"My Quant Reading List 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Books that Made Me a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=kEddUYTg21c)  2025-12-03T18:58Z 54.4K followers, [----] engagements


"Watch a Quant (Try To) Do [--] Digit Mental Multiplication I hope y'all get a kick out of this one - arguably the most stress I've ever been under when creating a video. Help me out and buy my stuff or check out my other free stuff. Quant Guild Course Offerings: https://quantguild.com We're getting started on Discord Join the Quant Guild Discord server here https://discord.com/invite/MJ4FU2c6c3 Articles and code walkthroughs can be found on our blog https://medium.com/quant-guild https://romanmichaelpaolucci.medium.com/ For more free tutorials and references see our GitHub"  
[YouTube Link](https://youtube.com/watch?v=l2fX3jMC4h0)  2025-02-14T19:00Z 11.4K followers, [---] engagements


"Event Trading and Implied Probabilities 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=lIKy27iS-iM)  2025-11-01T18:04Z 46.6K followers, [----] engagements


"Finite Differences and Approximating Option Prices 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Finite Differences Option Pricing for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=niJYrZWx49w)  2025-08-23T17:58Z 44K followers, [----] engagements


"Analyzing Stock Returns with Principal Component Analysis in Python 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/channel/UCW1svfGxG4ADnbc1HCH6dqA/communitylb=UgkxxLx6NPeTssE9sGNBLUnLiz8Y5i_UyJmR ___________________________________________ Jupyter Notebook:"  
[YouTube Link](https://youtube.com/watch?v=oKJ5Rb3PI-o)  2025-05-02T18:00Z 62.9K followers, [----] engagements


"Why Your Backtests and Entry Signal Statistics are Wrong 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Explains Backtesting with Poker #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=oZdJlQCtNtM)  2026-01-01T19:02Z 67.3K followers, [----] engagements


"Expectations and the Universal Approximation Theorem 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Neural Networks for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ogIgnT389C8)  2025-11-19T19:02Z 51.2K followers, [----] engagements


"Math Major: Unlock S-Tier Careers or Unemployment 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: I Ranked the Best College Majors for Becoming a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=qBoUnxt9S5o)  2025-12-08T18:56Z 56.5K followers, [----] engagements


"How to Simulate Fractional Brownian Motion (fBm) via Davies-Harte 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Interactive Brokers for Algorithmic Trading: https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 Solve Our Monthly Promo Question for 35% Off Lifetime Membership https://www.youtube.com/post/Ugkx70WiE_Sr2HEZDtd5GQqw34WAC8nPpQXx ___________________________________________ The first of many videos discussing fractional Gaussian processes and"  
[YouTube Link](https://youtube.com/watch?v=qQYgbIYz9i0)  2025-06-27T18:00Z 62.2K followers, [----] engagements


"Why Mid-Price Matters for Market Makers 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant Explains Algorithmic Market-Making #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=qoevRayq9YM)  2025-12-27T18:57Z 67.3K followers, 10.4K engagements


"Model Misparameterization: Devastating to Statistics & Probabilities 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Poisson Processes for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=r-q9KPpFL-8)  2026-01-21T19:00Z 67.3K followers, [----] engagements


"Local Volatility Model and Extrapolating Exotic Prices 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: The [--] Papers that Built Modern Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=ri8LayZdxtY)  2026-01-17T19:00Z 67.3K followers, [----] engagements


"Why I'm Not Worried About Sharing My Trading Edge 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Quant vs. Discretionary Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=rzp3nMTZ2og)  2025-10-15T18:01Z 46.3K followers, 24.1K engagements


"Terminal Option Price vs Spot Option Price 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: How Physics Accidentally Proved the Black-Scholes Model #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=u0pSUJP4pzc)  2025-12-06T19:04Z 55.2K followers, [----] engagements


"Visualizing Brownian Motion 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Brownian Motion for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=u9_mcD7m8EY)  2025-11-06T19:00Z 47.1K followers, [----] engagements


"Quant Trading with Alternate Data 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Natural Language Processing (NLP) for Quant Trading #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=uKsc49ho9J8)  2025-11-24T18:59Z 52.5K followers, [----] engagements


"Random Variables in Quant Finance 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: Markov Chains for Quant Finance #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=vDjhhqTeyR0)  2025-10-02T18:04Z 64K followers, [----] engagements


"How I Cracked the Quant Interview *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ Only focus on the roles you have interest in don't waste time don't hedge. Remember people hire people your interviewer likely doesn't care or place 100% decision"  
[YouTube Link](https://youtube.com/watch?v=vygK0EXY8ZI)  2025-11-21T19:01Z 55.9K followers, [----] engagements


"Quant Research Team at Bloomberg 🚀 Master Quantitative Skills with Quant Guild: https://quantguild.com Join the Quant Guild Discord server here: https://discord.com/invite/MJ4FU2c6c3 @QuantGuild Video Title: My Life as a Quant #shorts #short #finance #statistics #maths #trading #investing #stocks #finance #fyp #finance #foryoupage"  
[YouTube Link](https://youtube.com/watch?v=wLztJ9C6JlI)  2025-11-22T18:55Z 51.8K followers, [----] engagements


"Quant Explains Risk-Neutral Option Pricing *🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Jupyter Notebook*"  
[YouTube Link](https://youtube.com/watch?v=wYpg0TGxvgM)  2026-01-20T19:01Z 67.3K followers, [----] engagements

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