Foundations

ML Fundamentals

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

690
lessons
How AWS machine learning supports Scuderia Ferrari HP pit stops | Amazon Web Services
ML Fundamentals
How AWS machine learning supports Scuderia Ferrari HP pit stops | Amazon Web Services
Amazon Web Services Advanced 9mo ago
Training models with only 4 bits | Fully-Quantized Training
ML Fundamentals
Training models with only 4 bits | Fully-Quantized Training
Julia Turc Advanced 9mo ago
Deep learning for DFT
ML Fundamentals
Deep learning for DFT
Microsoft Research Advanced 9mo ago
Jonathan Reynolds Traditional Retailers are not Dead  #university #author
ML Fundamentals
Jonathan Reynolds Traditional Retailers are not Dead #university #author
Saïd Business School, University of Oxford Advanced 9mo ago
Where did convolution networks come from?
ML Fundamentals
Where did convolution networks come from?
CodeEmporium Advanced 10mo ago
Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734
ML Fundamentals
Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734
The TWIML AI Podcast with Sam Charrington Advanced 10mo ago
Abstracts: March 21, 2024
ML Fundamentals
Abstracts: March 21, 2024
Microsoft Research Advanced 10mo ago
Tricks to Fine Tuning // Prithviraj Ammanabrolu // MLOps Podcast #318
ML Fundamentals
Tricks to Fine Tuning // Prithviraj Ammanabrolu // MLOps Podcast #318
MLOps.community Advanced 10mo ago
Primary Visual Cortex: How brain processes what we see
ML Fundamentals
Primary Visual Cortex: How brain processes what we see
CodeEmporium Advanced 11mo ago
Jeremy Bernstein - Depths of First Order Optimization
ML Fundamentals
Jeremy Bernstein - Depths of First Order Optimization
Cohere Advanced 11mo ago
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
ML Fundamentals
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
Sentdex Advanced 11mo ago
Unboxing the Unitree G1 Edu Humanoid
ML Fundamentals
Unboxing the Unitree G1 Edu Humanoid
Sentdex Advanced 11mo ago
Charles H  Martin  - WeightWatcher  DataFree Diagnostics for Deep Learning
ML Fundamentals
Charles H Martin - WeightWatcher DataFree Diagnostics for Deep Learning
Cohere Advanced 11mo ago
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
ML Fundamentals
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
DataCamp Advanced 11mo ago
What Does Effective Checkpointing Mean for Streaming Workloads?
ML Fundamentals
What Does Effective Checkpointing Mean for Streaming Workloads?
MLOps.community Advanced 12mo ago
The Most Affordable Bootcamp On Computer Vision With Pytorch And Tensorflow
ML Fundamentals
The Most Affordable Bootcamp On Computer Vision With Pytorch And Tensorflow
Krish Naik Advanced 1y ago
Why choose the Oxford Real Estate Programme?
ML Fundamentals
Why choose the Oxford Real Estate Programme?
Saïd Business School, University of Oxford Advanced 1y ago
DeepSeek Unveils Parallelism Tools for V3/R1 Training! | OpenSourceWeek l Day 4
ML Fundamentals
DeepSeek Unveils Parallelism Tools for V3/R1 Training! | OpenSourceWeek l Day 4
Analytics Vidhya Advanced 1y ago
🚀 Ultimate AI GPU Comparison Tool - Which GPU is Right for You? 🔍
ML Fundamentals
🚀 Ultimate AI GPU Comparison Tool - Which GPU is Right for You? 🔍
TheDataDaddi Advanced 1y ago
Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud
ML Fundamentals
Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud
AI Engineer Advanced 1y ago
Indestructible training and fine-tuning with Metaflow's @checkpoint decorator
ML Fundamentals
Indestructible training and fine-tuning with Metaflow's @checkpoint decorator
Outerbounds Advanced 1y ago
Activate GROKKING NOW - Performance Phase of LLMs (II)
ML Fundamentals
Activate GROKKING NOW - Performance Phase of LLMs (II)
Discover AI Advanced 1y ago
Gemma Scope demo with Neuronpedia
ML Fundamentals
Gemma Scope demo with Neuronpedia
Google for Developers Advanced 1y ago
Become a GENAI Expert and Get HIRED!! #generativeai
ML Fundamentals
Become a GENAI Expert and Get HIRED!! #generativeai
Analytics Vidhya Advanced 1y ago
Navigating the Data Science Job Market with the University of Leeds
ML Fundamentals
Navigating the Data Science Job Market with the University of Leeds
Coursera Advanced 1y ago
Generative AI Program: Technology, Business & Society
ML Fundamentals
Generative AI Program: Technology, Business & Society
Stanford Online Advanced 1y ago
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
ML Fundamentals
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
PyTorch Advanced 1y ago
[TRITON] Maximizing Kernel Development Productivity Under Performance Constraints - Philip Tillet
ML Fundamentals
[TRITON] Maximizing Kernel Development Productivity Under Performance Constraints - Philip Tillet
PyTorch Advanced 1y ago
Receptive Fields - Explained
ML Fundamentals
Receptive Fields - Explained
CodeEmporium Advanced 11mo ago
A Fever Dream of Machine Learning Framework Composability
ML Fundamentals
A Fever Dream of Machine Learning Framework Composability
Microsoft Research Advanced 11mo ago
Visual Pathway - Explained
ML Fundamentals
Visual Pathway - Explained
CodeEmporium Advanced 11mo ago
Vision: Structure of the eye - Explained!
ML Fundamentals
Vision: Structure of the eye - Explained!
CodeEmporium Advanced 11mo ago
Reinforcement Learning: Zero to Hero
ML Fundamentals
Reinforcement Learning: Zero to Hero
CodeEmporium Advanced 1y ago
Thien Tran - Low bit training
ML Fundamentals
Thien Tran - Low bit training
Cohere Advanced 1y ago
Celia Rubio Madrigal - Rewiring Graph Neural Networks: When Less is More and Structure Matters
ML Fundamentals
Celia Rubio Madrigal - Rewiring Graph Neural Networks: When Less is More and Structure Matters
Cohere Advanced 1y ago
Oxford Advanced Management and Leadership | 2025 Programme Video
ML Fundamentals
Oxford Advanced Management and Leadership | 2025 Programme Video
Saïd Business School, University of Oxford Advanced 1y ago
Hopfield Networks - Explained!
ML Fundamentals
Hopfield Networks - Explained!
CodeEmporium Advanced 1y ago
AI is Coming for Your Toaster
ML Fundamentals
AI is Coming for Your Toaster
MLOps.community Advanced 1y ago
Rohan Jain - Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight
ML Fundamentals
Rohan Jain - Sparse Training from Random Initialization: Aligning Lottery Ticket Masks using Weight
Cohere Advanced 1y ago
Jonathan Reynolds, #Retail, #Onlineshopping, Lookahead #2025
ML Fundamentals
Jonathan Reynolds, #Retail, #Onlineshopping, Lookahead #2025
Saïd Business School, University of Oxford Advanced 1y ago
Michael Smets, #Leadership, #Decisionmaking, Lookahead #2025
ML Fundamentals
Michael Smets, #Leadership, #Decisionmaking, Lookahead #2025
Saïd Business School, University of Oxford Advanced 1y ago
Unlocking AI Potential  Why Post Training Trumps Pre Training!
ML Fundamentals
Unlocking AI Potential Why Post Training Trumps Pre Training!
MLOps.community Advanced 1y ago
Unlock Unreal Performance with Small Models!
ML Fundamentals
Unlock Unreal Performance with Small Models!
MLOps.community Advanced 1y ago
Mind Blowing Fact  More Docs Boosts Performance!
ML Fundamentals
Mind Blowing Fact More Docs Boosts Performance!
MLOps.community Advanced 1y ago
Avoiding the Premature Optimization Trap
ML Fundamentals
Avoiding the Premature Optimization Trap
MLOps.community Advanced 1y ago
Konstantin Klemmer - Learning Neural Representations of our Planet from Earth Observation Data
ML Fundamentals
Konstantin Klemmer - Learning Neural Representations of our Planet from Earth Observation Data
Cohere Advanced 1y ago
LoRA - Explained!
ML Fundamentals
LoRA - Explained!
CodeEmporium Advanced 1y ago
What's going on everybody?
ML Fundamentals
What's going on everybody?
Sentdex Advanced 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Advanced Deployment Scenarios with TensorFlow
📚 Coursera Course ↗
Self-paced
Advanced Deployment Scenarios with TensorFlow
Opens on Coursera ↗
GenAI for Employee Engagement: Driving Real-Time Insights
📚 Coursera Course ↗
Self-paced
GenAI for Employee Engagement: Driving Real-Time Insights
Opens on Coursera ↗
R: Apply & Analyze K-Means Clustering for Unsupervised ML
📚 Coursera Course ↗
Self-paced
R: Apply & Analyze K-Means Clustering for Unsupervised ML
Opens on Coursera ↗
Advanced Semantic Processing
📚 Coursera Course ↗
Self-paced
Advanced Semantic Processing
Opens on Coursera ↗
Doing Clinical Research: Biostatistics with the Wolfram Language
📚 Coursera Course ↗
Self-paced
Doing Clinical Research: Biostatistics with the Wolfram Language
Opens on Coursera ↗
Artificial Intelligence Privacy and Convenience
📚 Coursera Course ↗
Self-paced
Artificial Intelligence Privacy and Convenience
Opens on Coursera ↗