Foundations

Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

2,093
lessons
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Maths for ML
beginner
Multiply matrices and compute dot products
Probability & Statistics
beginner
Calculate conditional probability and Bayes' theorem
Optimisation
intermediate
Implement gradient descent from scratch
Information Theory
intermediate
Calculate Shannon entropy and cross-entropy loss
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Khan Academy still free, now reimagined #ISTELive26
Mathematical Foundations
Khan Academy still free, now reimagined #ISTELive26
Khan Academy Intermediate 6d ago
Exposing Day Trading Indicator Scams
Mathematical Foundations
Exposing Day Trading Indicator Scams
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Literally everything is mispriced
Mathematical Foundations
Literally everything is mispriced
Roman Paolucci Intermediate 1w ago
How to Break Into Quant Finance in 2026 (The AI Shift Nobody's Talking About)
Mathematical Foundations
How to Break Into Quant Finance in 2026 (The AI Shift Nobody's Talking About)
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Our PAID STATISTICS for Data Science course is now FREE 🔥
Mathematical Foundations
Our PAID STATISTICS for Data Science course is now FREE 🔥
AI Coach John (Tamil) Intermediate 1w ago
Democracy Is One Generation Away From Extinction | Judah Sobel | TEDxOaks Christian School Youth
Mathematical Foundations
Democracy Is One Generation Away From Extinction | Judah Sobel | TEDxOaks Christian School Youth
TEDx Talks Intermediate 1w ago
Vertical micro-dramas reshaping Africa's film industry
Mathematical Foundations
Vertical micro-dramas reshaping Africa's film industry
CGTN Africa Intermediate 1w ago
Lecture 08: Thermodynamics
Mathematical Foundations
Lecture 08: Thermodynamics
IIT Roorkee July 2018 Intermediate 1w ago
Michigan Math Hits HARD: Deep Dive into Stochastic Processes! #shorts
Mathematical Foundations
Michigan Math Hits HARD: Deep Dive into Stochastic Processes! #shorts
Dimitri Bianco Intermediate 1w ago
HOW To Setup 7 FIGURE Trades (MUST WATCH)🚨
Mathematical Foundations
HOW To Setup 7 FIGURE Trades (MUST WATCH)🚨
Chart Fanatics Intermediate 1w ago
Foundation Flow Precision
Mathematical Foundations
Foundation Flow Precision
Kusti Mj Intermediate 1w ago
The Temple Feast Steve Jobs Walked 7 Miles For! ( ISKCON SV ) 🇺🇸 🙏 🧘‍♂️✨
Mathematical Foundations
The Temple Feast Steve Jobs Walked 7 Miles For! ( ISKCON SV ) 🇺🇸 🙏 🧘‍♂️✨
Culinary Intelligence Intermediate 1w ago
Statistics
Mathematical Foundations
Statistics
Commercial Law Academy Intermediate 1w ago
He Made $50M Using THIS Strategy🚨
Mathematical Foundations
He Made $50M Using THIS Strategy🚨
Chart Fanatics Intermediate 1w ago
Do Gaps Always Fill? We Tested the Data
Mathematical Foundations
Do Gaps Always Fill? We Tested the Data
Quantified Strategies Intermediate 1w ago
Pizza vs. Burgers: Which One Rules America? 🍕🍔
Mathematical Foundations
Pizza vs. Burgers: Which One Rules America? 🍕🍔
Culinary Intelligence Intermediate 1w ago
States of matter | Middle school chemistry | Khan Academy
Mathematical Foundations
States of matter | Middle school chemistry | Khan Academy
Khan Academy (computing) Intermediate 1w ago
POV: Your Ice Cream Doesn’t Melt? Doctor Explains
Mathematical Foundations
POV: Your Ice Cream Doesn’t Melt? Doctor Explains
Dr Sermed Mezher Intermediate 2w ago
You’ve Been Using TikTok Shop Wrong 😬 Is it a Revenue Channel or a Distribution Channel?
Mathematical Foundations
You’ve Been Using TikTok Shop Wrong 😬 Is it a Revenue Channel or a Distribution Channel?
Chase Chappell Intermediate 2w ago
Sinistre : le moment où l’assurance doit tenir sa promesse
Mathematical Foundations
Sinistre : le moment où l’assurance doit tenir sa promesse
Assurance en coulisses Intermediate 2w ago
POV: Your Dad Saved Your Life
Mathematical Foundations
POV: Your Dad Saved Your Life
Dr Sermed Mezher Intermediate 2w ago
The baffling 42% vs 80% rate hike probability gap
Mathematical Foundations
The baffling 42% vs 80% rate hike probability gap
Swissquote (en français) Intermediate 2w ago
AI Supply Chain Security: The New Cyber Attack Threat! #shorts
Mathematical Foundations
AI Supply Chain Security: The New Cyber Attack Threat! #shorts
Joseph Raczynski Intermediate 3w ago
Professor Jiang: The Real Source of Epstein’s Billions
Mathematical Foundations
Professor Jiang: The Real Source of Epstein’s Billions
VP Motion Intermediate 3w ago
Measuring the entropy of English
Mathematical Foundations
Measuring the entropy of English
3Blue1Brown Intermediate 3w ago
Latching relais made in Germany | #electrician #electrical
Mathematical Foundations
Latching relais made in Germany | #electrician #electrical
Theben AG Intermediate 3w ago
Local Coordination and the Geometry of Social Networks
Mathematical Foundations
Local Coordination and the Geometry of Social Networks
Simons Institute for the Theory of Computing Intermediate 3w ago
The BCG Matrix Applied to the SpaceX IPO!
Mathematical Foundations
The BCG Matrix Applied to the SpaceX IPO!
Nanalyze Intermediate 3w ago
probability for Trading | Lesson 1.2
Mathematical Foundations
probability for Trading | Lesson 1.2
DeltaTrend Trading Intermediate 3w ago
Probability for Trading | Lesson 1.2
Mathematical Foundations
Probability for Trading | Lesson 1.2
DeltaTrend Trading Intermediate 3w ago
Debunking the "Day Trading" Scam with Math
Mathematical Foundations
Debunking the "Day Trading" Scam with Math
Roman Paolucci Intermediate 1w ago
Be the casino not the players...
Mathematical Foundations
Be the casino not the players...
Roman Paolucci Intermediate 1w ago
A REAL Quant Debunks the "Day Trading" Scam
Mathematical Foundations
A REAL Quant Debunks the "Day Trading" Scam
Roman Paolucci Intermediate 1w ago
Effective Hedge Legs Improve CAGR
Mathematical Foundations
Effective Hedge Legs Improve CAGR
Roman Paolucci Intermediate 1w ago
Physical Diversification Persists in a Market Crash
Mathematical Foundations
Physical Diversification Persists in a Market Crash
Roman Paolucci Intermediate 1w ago
Why I'm Long Black Swan Events
Mathematical Foundations
Why I'm Long Black Swan Events
Roman Paolucci Intermediate 2w ago
The Trader Who Turned $27,000 Into $50M+ 🚨
Mathematical Foundations
The Trader Who Turned $27,000 Into $50M+ 🚨
Chart Fanatics Intermediate 2w ago
I Met a Jane Street Quant at the Gym (He Got This Wrong)
Mathematical Foundations
I Met a Jane Street Quant at the Gym (He Got This Wrong)
Roman Paolucci Intermediate 2w ago
Portfolio construction is not about backtesting.
Mathematical Foundations
Portfolio construction is not about backtesting.
Roman Paolucci Intermediate 2w ago
You have no idea what diversification actually is...
Mathematical Foundations
You have no idea what diversification actually is...
Roman Paolucci Intermediate 2w ago
Trading is gambling, be the casino.
Mathematical Foundations
Trading is gambling, be the casino.
Roman Paolucci Intermediate 2w ago
Trading was never about backtesting...
Mathematical Foundations
Trading was never about backtesting...
Roman Paolucci Intermediate 2w ago
The markets are a casino, it was never about the players...
Mathematical Foundations
The markets are a casino, it was never about the players...
Roman Paolucci Intermediate 2w ago
I'll buy your house because you don't know what volatility drag is
Mathematical Foundations
I'll buy your house because you don't know what volatility drag is
Roman Paolucci Intermediate 3w ago
What exactly is the delta of an option?
Mathematical Foundations
What exactly is the delta of an option?
Roman Paolucci Intermediate 3w ago
HOW To Make Sure The Market Trends In YOUR Direction🚨
Mathematical Foundations
HOW To Make Sure The Market Trends In YOUR Direction🚨
Chart Fanatics Intermediate 3w ago
What happens when AI fails?
Mathematical Foundations
What happens when AI fails?
Roman Paolucci Intermediate 3w ago
The Trader With 7 FIGURE Payouts Only Wants THIS Move🚨
Mathematical Foundations
The Trader With 7 FIGURE Payouts Only Wants THIS Move🚨
Chart Fanatics Intermediate 3w ago
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