Foundations

ML Fundamentals

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

662
videos
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
Pacvue optimizes e-commerce data insights using AMC on AWS Clean Rooms | Amazon Web Services
📐 ML Fundamentals
Pacvue optimizes e-commerce data insights using AMC on AWS Clean Rooms | Amazon Web Services
Amazon Web Services Advanced 4mo ago
DeepSpeed: Efficient Training Scalability for Deep Learning - Tunji Ruwase, Snowflake
📐 ML Fundamentals
DeepSpeed: Efficient Training Scalability for Deep Learning - Tunji Ruwase, Snowflake
PyTorch Advanced 4mo ago
Fault Tolerance Training at Pinterest - Chia-Wei Chen & Karthik Anantha Padmanabhan, Pinterest
📐 ML Fundamentals
Fault Tolerance Training at Pinterest - Chia-Wei Chen & Karthik Anantha Padmanabhan, Pinterest
PyTorch Advanced 4mo ago
Faster R-CNN - Explained!
📐 ML Fundamentals
Faster R-CNN - Explained!
CodeEmporium Advanced 4mo ago
Efficient Memory Management for LLM serving
📐 ML Fundamentals
Efficient Memory Management for LLM serving
West Coast Machine Learning Advanced 4mo ago
Transforming Airline Tech With AI Innovation | Amazon Web Services
📐 ML Fundamentals
Transforming Airline Tech With AI Innovation | Amazon Web Services
Amazon Web Services Advanced 5mo ago
Transforming Airline Tech With AI Innovation | Amazon Web Services
📐 ML Fundamentals
Transforming Airline Tech With AI Innovation | Amazon Web Services
Amazon Web Services Advanced 5mo ago
AI & Cybersecurity: Dan Boneh Interviews Nicolas Carlini
📐 ML Fundamentals
AI & Cybersecurity: Dan Boneh Interviews Nicolas Carlini
Stanford Online Advanced 5mo ago
Fast R-CNN - Explained!
📐 ML Fundamentals
Fast R-CNN - Explained!
CodeEmporium Advanced 5mo ago
Pinterest fuels ad monetization with privacy-enhanced ML in AWS Clean Rooms | Amazon Web Services
📐 ML Fundamentals
Pinterest fuels ad monetization with privacy-enhanced ML in AWS Clean Rooms | Amazon Web Services
Amazon Web Services Advanced 5mo ago