✕ Clear filters
1,144 lessons

🔢 Mathematical Foundations

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

All ▶ YouTube 279,807📚 External: Coursera 19,025🏛 Archive.org 625 | 📰 Articles →

Looking for written articles and micro-lessons? Switch to Reads.

We're reimagining Khan Academy for classrooms
Mathematical Foundations
We're reimagining Khan Academy for classrooms
Khan Academy Beginner 1mo ago
Staircase time switches - the Elpa Family | #electrician #electrical
Mathematical Foundations
Staircase time switches - the Elpa Family | #electrician #electrical
Theben AG Beginner 1mo ago
Forget Massive LLMs: Why Small Probabilistic Models (GRAM, PTRM, LDT) Are the Future. Tech Review.
Mathematical Foundations
Forget Massive LLMs: Why Small Probabilistic Models (GRAM, PTRM, LDT) Are the Future. Tech Review.
Byte Goose AI. Beginner 1mo ago
PTE Speaking Score Distribution - Practice Plan #shorts #youtubeshorts #pte #ptespeaking
Mathematical Foundations
PTE Speaking Score Distribution - Practice Plan #shorts #youtubeshorts #pte #ptespeaking
Language Academy PTE Beginner 1mo ago
Hypothesis Testing Statistics in 60 Minutes  | Hypothesis Testing in Data Science | Edureka  Live
Mathematical Foundations
Hypothesis Testing Statistics in 60 Minutes | Hypothesis Testing in Data Science | Edureka Live
edureka! Beginner 1mo ago
15 Skills That Will Be Worth Twice as Much by 2030
Mathematical Foundations
15 Skills That Will Be Worth Twice as Much by 2030
Alux.com Beginner 1mo ago
How to create VIRAL Instagram carousel ads.
Mathematical Foundations
How to create VIRAL Instagram carousel ads.
Dr. Matt Shiver Beginner 1mo ago
Difficulties of Hidden Markov Models #quant #quantfinance #coding #machinelearning
Mathematical Foundations
Difficulties of Hidden Markov Models #quant #quantfinance #coding #machinelearning
Algebraic Continuation Beginner 1mo ago
Efficient Algorithms for Reliable Machine Learning
Mathematical Foundations
Efficient Algorithms for Reliable Machine Learning
Simons Institute for the Theory of Computing Beginner 1mo ago
On the Komlós Conjecture
Mathematical Foundations
On the Komlós Conjecture
Simons Institute for the Theory of Computing Beginner 1mo ago
Non-Stationary Distributions in Finance #quant #statistics #machinelearning #coding
Mathematical Foundations
Non-Stationary Distributions in Finance #quant #statistics #machinelearning #coding
Algebraic Continuation Beginner 1mo ago
When students feel supported, learning changes.
Mathematical Foundations
When students feel supported, learning changes.
Khan Academy Beginner 1mo ago
Do you need Math for Data Science? | Intellipaat
Mathematical Foundations
Do you need Math for Data Science? | Intellipaat
Intellipaat Beginner 1mo ago
PTE Reading Score Distribution - Tips and Strategies #shorts #youtubeshorts #ptereading #pte
Mathematical Foundations
PTE Reading Score Distribution - Tips and Strategies #shorts #youtubeshorts #ptereading #pte
Language Academy PTE Beginner 1mo ago
A non-Markovian approach to diffusion-based sampling
Mathematical Foundations
A non-Markovian approach to diffusion-based sampling
Microsoft Research Beginner 1mo ago
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
Mathematical Foundations
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
Microsoft Research Beginner 1mo ago
Insurtech is more than tech
Mathematical Foundations
Insurtech is more than tech
The InsurTech Geek Podcast Beginner 1mo ago
What AI Is Actually Computing When It Answers You
Mathematical Foundations
What AI Is Actually Computing When It Answers You
Business Analytics Simplified Beginner 1mo ago
Quant's Book Dilemma: Deep Dive or Broaden Horizons? #shorts
Mathematical Foundations
Quant's Book Dilemma: Deep Dive or Broaden Horizons? #shorts
Dimitri Bianco Beginner 1mo ago
The smartest Instagram distribution strategy ever | Comet #brandgrowth #socialmedia
Mathematical Foundations
The smartest Instagram distribution strategy ever | Comet #brandgrowth #socialmedia
Z47 Moments Beginner 1mo ago
Assurance emprunteur, la fin du pack bancaire ?
Mathematical Foundations
Assurance emprunteur, la fin du pack bancaire ?
Eléphant Noir Beginner 1mo ago
Low Risk Pullback Strategy (Backtested and Rule-Based)
Mathematical Foundations
Low Risk Pullback Strategy (Backtested and Rule-Based)
Quantified Strategies Beginner 1mo ago
2. Bayesian Models | Naive Bayes (NB) vs Hidden Markov Models (HMM) | GenAI Basics Explained Simply
Mathematical Foundations
2. Bayesian Models | Naive Bayes (NB) vs Hidden Markov Models (HMM) | GenAI Basics Explained Simply
Professor Rahul Jain Beginner 1mo ago
Anatomy of a Protocol — Key Sections
Mathematical Foundations
Anatomy of a Protocol — Key Sections
How To Center Beginner 1mo ago
Transform a chaotic workday into a productive and fulfilling one by using The Eisenhower Matrix
Mathematical Foundations
Transform a chaotic workday into a productive and fulfilling one by using The Eisenhower Matrix
Modern Classrooms Project Beginner 1mo ago
How Olive Oil Soap Is Still Made By Hand In Turkey
Mathematical Foundations
How Olive Oil Soap Is Still Made By Hand In Turkey
Business Insider Beginner 2mo ago
Generative AI and LLMs: Hallucination in Depth
Mathematical Foundations
Generative AI and LLMs: Hallucination in Depth
Business Analytics Simplified Beginner 2mo ago
This Simple Scalping Strategy Makes Me Over $10,000/Month
Mathematical Foundations
This Simple Scalping Strategy Makes Me Over $10,000/Month
ProRealAlgos Beginner 2mo ago
The $500,000/Day Ad Tip: Don't Overcomplicate Meta
Mathematical Foundations
The $500,000/Day Ad Tip: Don't Overcomplicate Meta
Professor Charley T Beginner 2mo ago
Larry Connors MDU And MDD Strategy (Backtest)
Mathematical Foundations
Larry Connors MDU And MDD Strategy (Backtest)
Quantified Strategies Beginner 2mo ago
$200 Oil by June?—The Biggest Oil Shock in History with Rory Johnston
Mathematical Foundations
$200 Oil by June?—The Biggest Oil Shock in History with Rory Johnston
Bankless Beginner 2mo ago
Urban Development Strategies through AI + AR│Hubert Beroche(Professor at Sorbonne University)
Mathematical Foundations
Urban Development Strategies through AI + AR│Hubert Beroche(Professor at Sorbonne University)
World Knowledge Forum Beginner 2mo ago
Global Vectors (GloVe) Embedding | Detailed Explanation | Matrix Factorization | Word2Vec Vs GloVe
Mathematical Foundations
Global Vectors (GloVe) Embedding | Detailed Explanation | Matrix Factorization | Word2Vec Vs GloVe
RoboSathi Beginner 2mo ago
UniSec Air | SF6‑free medium‑voltage switchgear up to 24 kV
Mathematical Foundations
UniSec Air | SF6‑free medium‑voltage switchgear up to 24 kV
ABB Electrification Beginner 2mo ago
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 3 - Flow matching
Mathematical Foundations
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 3 - Flow matching
Stanford Online Beginner 2mo ago
Lightning Talk: TerraKit: Standardising AI-Ready Geospatial Data... Rosie Lickorish & Romeo Kienzler
Mathematical Foundations
Lightning Talk: TerraKit: Standardising AI-Ready Geospatial Data... Rosie Lickorish & Romeo Kienzler
PyTorch Beginner 2mo ago
Lightning Talk: TorchJD: Jacobian Descent in PyTorch - Pierre Quinton & Valérian Rey
Mathematical Foundations
Lightning Talk: TorchJD: Jacobian Descent in PyTorch - Pierre Quinton & Valérian Rey
PyTorch Beginner 2mo ago
KNX with maximum flexibility! The MIX 2 Actuators by Theben | #knx #electrical
Mathematical Foundations
KNX with maximum flexibility! The MIX 2 Actuators by Theben | #knx #electrical
Theben AG Beginner 2mo ago
Full 3 hour compilation | Autoencoder + VAE | Intuition + coding from scratch
Mathematical Foundations
Full 3 hour compilation | Autoencoder + VAE | Intuition + coding from scratch
Vizuara Beginner 2mo ago
Alva elevates electrical safety and supply continuity with ABB's innovative earth fault protection
Mathematical Foundations
Alva elevates electrical safety and supply continuity with ABB's innovative earth fault protection
ABB Electrification Beginner 2mo ago
Asset Correlation in #quant #finance #machinelearning  #coding
Mathematical Foundations
Asset Correlation in #quant #finance #machinelearning #coding
Algebraic Continuation Beginner 1mo ago
Know When the Market is Crashing #statistics #quant #machinelearning #coding
Mathematical Foundations
Know When the Market is Crashing #statistics #quant #machinelearning #coding
Algebraic Continuation Beginner 1mo ago
Model Optimization for Quants
Mathematical Foundations
Model Optimization for Quants
Algebraic Continuation Beginner 1mo ago
Coming this summer! Khan Academy—still free, now reimagined
Mathematical Foundations
Coming this summer! Khan Academy—still free, now reimagined
Khan Academy Beginner 2mo ago
Correlation vs Causation
Mathematical Foundations
Correlation vs Causation
Business Analytics Simplified Beginner 2mo ago
Largest hospital area in Finland modernizes its power systems to ensure mission critical uptime
Mathematical Foundations
Largest hospital area in Finland modernizes its power systems to ensure mission critical uptime
ABB Electrification Beginner 2mo ago
Finnish utility relies on ABB’s innovative all in one protection relay REX640
Mathematical Foundations
Finnish utility relies on ABB’s innovative all in one protection relay REX640
ABB Electrification Beginner 2mo ago
The future of resilient power grids is here
Mathematical Foundations
The future of resilient power grids is here
ABB Electrification Beginner 2mo ago
📚 Continue on Coursera External links · Free to audit
1 / 3 View all →
Basic Statistics in Python (Correlations and T-tests)
📚 External: Coursera ↗
Self-paced
Basic Statistics in Python (Correlations and T-tests)
Opens on Coursera ↗
Master Gap Trading: Breakouts & Reversals
📚 External: Coursera ↗
Self-paced
Master Gap Trading: Breakouts & Reversals
Opens on Coursera ↗
Prepare for CFA Level 1: Quantitative Methods and Returns
📚 External: Coursera ↗
Self-paced
Prepare for CFA Level 1: Quantitative Methods and Returns
Opens on Coursera ↗
Principles of Computing (Part 1)
📚 External: Coursera ↗
Self-paced
Principles of Computing (Part 1)
Opens on Coursera ↗
Statistics and Calculus Methods for Data Analysis
📚 External: Coursera ↗
Self-paced
Statistics and Calculus Methods for Data Analysis
Opens on Coursera ↗
Hypothesis Testing in Public Health
📚 External: Coursera ↗
Self-paced
Hypothesis Testing in Public Health
Opens on Coursera ↗