Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

600
videos
AWS EDGE Innovation Spotlight: DataDome | Amazon Web Services
📐 ML Fundamentals
AWS EDGE Innovation Spotlight: DataDome | Amazon Web Services
Amazon Web Services Advanced 3mo ago
AI Still Hallunicates  Can  We Trust It, And To What Extent | Joshua Starmer x  Data Science
📐 ML Fundamentals
AI Still Hallunicates Can We Trust It, And To What Extent | Joshua Starmer x Data Science
Data Science Dojo Advanced 3mo ago
Training a Unitree G1 to Walk w/ Reinforcement Learning
📐 ML Fundamentals
Training a Unitree G1 to Walk w/ Reinforcement Learning
Sentdex Advanced 3mo ago
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
📐 ML Fundamentals
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
Amazon Web Services Advanced 3mo ago
A Quantitative Study of Locality in GPU Caches for Memory-Divergent Workloads
📐 ML Fundamentals
A Quantitative Study of Locality in GPU Caches for Memory-Divergent Workloads
West Coast Machine Learning Advanced 3mo ago
State of AI Review - Part 1
📐 ML Fundamentals
State of AI Review - Part 1
West Coast Machine Learning Advanced 3mo ago
Vision Transformers - Explained!
📐 ML Fundamentals
Vision Transformers - Explained!
CodeEmporium Advanced 3mo ago
Why Your Brain Learns Better With A Good Story Story? Joshua Starmer x Data Science Dojo
📐 ML Fundamentals
Why Your Brain Learns Better With A Good Story Story? Joshua Starmer x Data Science Dojo
Data Science Dojo Advanced 3mo ago
Mistral’s Devstral 2 Is the New Coding Beast — Open & Powerful!
📐 ML Fundamentals
Mistral’s Devstral 2 Is the New Coding Beast — Open & Powerful!
Analytics Vidhya Advanced 3mo ago
Feature Pyramid Networks - Explained!
📐 ML Fundamentals
Feature Pyramid Networks - Explained!
CodeEmporium Advanced 3mo ago
Lecture 2: Linear Algebra
📐 ML Fundamentals
Lecture 2: Linear Algebra
MIT OpenCourseWare Advanced 3mo ago
Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations
📐 ML Fundamentals
Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations
MIT OpenCourseWare Advanced 3mo ago
Oxford Advanced Management and Leadership Programme Video 2026
📐 ML Fundamentals
Oxford Advanced Management and Leadership Programme Video 2026
Saïd Business School, University of Oxford Advanced 3mo ago
DeepSeekMath-V2: The AI That Solves Olympiad Problems (and Writes Proofs!)
📐 ML Fundamentals
DeepSeekMath-V2: The AI That Solves Olympiad Problems (and Writes Proofs!)
Analytics Vidhya Advanced 3mo ago
Mathematics for Machine Learning and Data Science Specialization by DeepLearning.AI
📐 ML Fundamentals
Mathematics for Machine Learning and Data Science Specialization by DeepLearning.AI
DeepLearningAI Advanced 3mo ago
Depthwise Separable Convolutions - Explained!
📐 ML Fundamentals
Depthwise Separable Convolutions - Explained!
CodeEmporium Advanced 3mo ago
Harry Amad - Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal
📐 ML Fundamentals
Harry Amad - Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal
Cohere Advanced 4mo ago
Pratyush Maini  - Proactive Provenance in Foundation Models  Preparing for Two Regulatory Futures
📐 ML Fundamentals
Pratyush Maini - Proactive Provenance in Foundation Models Preparing for Two Regulatory Futures
Cohere Advanced 4mo ago
Mask R-CNN - Explained!
📐 ML Fundamentals
Mask R-CNN - Explained!
CodeEmporium Advanced 4mo ago
YOLO - Explained!
📐 ML Fundamentals
YOLO - Explained!
CodeEmporium Advanced 4mo ago
The PyTorch for Deep Learning Professional Certificate is live
📐 ML Fundamentals
The PyTorch for Deep Learning Professional Certificate is live
DeepLearningAI Advanced 4mo ago
Webinar: AI and the future of impact finance - what is at stake?
📐 ML Fundamentals
Webinar: AI and the future of impact finance - what is at stake?
Saïd Business School, University of Oxford Advanced 4mo ago
Throughput Is Not All You Need and more
📐 ML Fundamentals
Throughput Is Not All You Need and more
West Coast Machine Learning Advanced 4mo ago
Flywheel drives privacy-enhanced measurement using AMC on AWS Clean Rooms | Amazon Web Services
📐 ML Fundamentals
Flywheel drives privacy-enhanced measurement using AMC on AWS Clean Rooms | Amazon Web Services
Amazon Web Services Advanced 4mo ago