Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

10168
lessons
Training vs Validation vs Testing
๐Ÿ“ ML Fundamentals
Training vs Validation vs Testing
Aladdin Persson Beginner 11mo ago
Why Mastercard acquired a cyber intelligence company
๐Ÿ“ ML Fundamentals
Why Mastercard acquired a cyber intelligence company
Weights & Biases Intermediate 11mo ago
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
๐Ÿ“ ML Fundamentals
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
Discover AI Beginner 11mo ago
Charles H  Martin  - WeightWatcher  DataFree Diagnostics for Deep Learning
๐Ÿ“ ML Fundamentals
Charles H Martin - WeightWatcher DataFree Diagnostics for Deep Learning
Cohere Advanced 11mo ago
Train Self-Supervised Models with LightlyTrain + DINOv2
๐Ÿ“ ML Fundamentals
Train Self-Supervised Models with LightlyTrain + DINOv2
Aladdin Persson Intermediate 11mo ago
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
๐Ÿ“ ML Fundamentals
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
HackerRank Beginner 11mo ago
Vision: Structure of the eye - Explained!
๐Ÿ“ ML Fundamentals
Vision: Structure of the eye - Explained!
CodeEmporium Advanced 11mo ago
Why You Will (Eventually) Suck at Your Job
๐Ÿ“ ML Fundamentals
Why You Will (Eventually) Suck at Your Job
ritvikmath Intermediate 11mo ago
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
๐Ÿ“ ML Fundamentals
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
deeplizard Beginner 11mo ago
Effective way to build communication skills #codebasics #data #communicationskills #english
๐Ÿ“ ML Fundamentals
Effective way to build communication skills #codebasics #data #communicationskills #english
codebasics Beginner 11mo ago
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
๐Ÿ“ ML Fundamentals
#297 The Past and Future of Language Models | Andriy Burkov, Author of The Hundred-Page ML Book
DataCamp Advanced 11mo ago
Optimizing AI Infrastructure
๐Ÿ“ ML Fundamentals
Optimizing AI Infrastructure
MLOps.community Intermediate 11mo ago
AI in Legal use case walkthrough (the good and bad)
๐Ÿ“ ML Fundamentals
AI in Legal use case walkthrough (the good and bad)
MLOps.community Intermediate 11mo ago
Reinforcement Learning with Neural Networks: Mathematical Details
๐Ÿ“ ML Fundamentals
Reinforcement Learning with Neural Networks: Mathematical Details
StatQuest (Josh Starmer) Beginner 11mo ago
Faster Compute Benchmark: Metaflow on Outerbounds
๐Ÿ“ ML Fundamentals
Faster Compute Benchmark: Metaflow on Outerbounds
Outerbounds Intermediate 11mo ago
Wells Fargoโ€™s AI Just Handled 245M Interactions โ€” No Humans Involved!
๐Ÿ“ ML Fundamentals
Wells Fargoโ€™s AI Just Handled 245M Interactions โ€” No Humans Involved!
Analytics Vidhya Intermediate 11mo ago
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
๐Ÿ“ ML Fundamentals
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
deeplizard Beginner 11mo ago
How to prepare for the future of development and AI
๐Ÿ“ ML Fundamentals
How to prepare for the future of development and AI
Underfitted Intermediate 11mo ago
Overarchitected with Nick & Holly April ...Rapidfire
๐Ÿ“ ML Fundamentals
Overarchitected with Nick & Holly April ...Rapidfire
Databricks Intermediate 11mo ago
AI 2027: Superhuman AI Could Reshape Humanity
๐Ÿ“ ML Fundamentals
AI 2027: Superhuman AI Could Reshape Humanity
Analytics Vidhya Intermediate 11mo ago
Can you solve this SAT question?
๐Ÿ“ ML Fundamentals
Can you solve this SAT question?
Veritasium Intermediate 11mo ago
The Boat Race 2025 #oxford #cambridge
๐Ÿ“ ML Fundamentals
The Boat Race 2025 #oxford #cambridge
Saรฏd Business School, University of Oxford Intermediate 11mo ago
Measuring the distance to Venus without radar
๐Ÿ“ ML Fundamentals
Measuring the distance to Venus without radar
3Blue1Brown Intermediate 11mo ago
What is an Oxford College?
๐Ÿ“ ML Fundamentals
What is an Oxford College?
Saรฏd Business School, University of Oxford Beginner 11mo ago
Protect Your Data: Understanding AI Security Risks
๐Ÿ“ ML Fundamentals
Protect Your Data: Understanding AI Security Risks
Data Science Dojo Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Explainability
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Explainability
Stanford Online Beginner 11mo ago
Measuring the speed of light using Jupiter's moons
๐Ÿ“ ML Fundamentals
Measuring the speed of light using Jupiter's moons
3Blue1Brown Intermediate 11mo ago
Reinforcement Learning: Zero to Hero
๐Ÿ“ ML Fundamentals
Reinforcement Learning: Zero to Hero
CodeEmporium Advanced 11mo ago
Classification Model with HumanLoop
๐Ÿ“ ML Fundamentals
Classification Model with HumanLoop
MLOps.community Intermediate 11mo ago
On Demand Access to 100 GPUs
๐Ÿ“ ML Fundamentals
On Demand Access to 100 GPUs
MLOps.community Intermediate 11mo ago
What Does Effective Checkpointing Mean for Streaming Workloads?
๐Ÿ“ ML Fundamentals
What Does Effective Checkpointing Mean for Streaming Workloads?
MLOps.community Advanced 11mo ago
Lovable: Build a Full Website with Just a Prompt!
๐Ÿ“ ML Fundamentals
Lovable: Build a Full Website with Just a Prompt!
Analytics Vidhya Beginner 11mo ago
Hedra: Create Pro Videos Without a Camera!
๐Ÿ“ ML Fundamentals
Hedra: Create Pro Videos Without a Camera!
Analytics Vidhya Intermediate 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
Stanford Online Beginner 11mo ago
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
๐Ÿ“ ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
Stanford Online Beginner 11mo ago
Convolution Operation in CNNs ๐Ÿ”„ - Filter Mechanics ๐Ÿงฉ - Topic 266 #ai #ml
๐Ÿ“ ML Fundamentals
Convolution Operation in CNNs ๐Ÿ”„ - Filter Mechanics ๐Ÿงฉ - Topic 266 #ai #ml
deeplizard Beginner 11mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Industrial Applications of AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Industrial Applications of AI
Opens on Coursera โ†—
Introduction to On-Device AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to On-Device AI
Opens on Coursera โ†—
Python and Machine Learning for Asset Management
๐Ÿ“š Coursera Course โ†—
Self-paced
Python and Machine Learning for Asset Management
Opens on Coursera โ†—
Probabilistic Graphical Models: A Compact Introduction
๐Ÿ“š Coursera Course โ†—
Self-paced
Probabilistic Graphical Models: A Compact Introduction
Opens on Coursera โ†—
Reinforcement Learning in Finance
๐Ÿ“š Coursera Course โ†—
Self-paced
Reinforcement Learning in Finance
Opens on Coursera โ†—
Automate, Evaluate and Deploy ML Models Confidently
๐Ÿ“š Coursera Course โ†—
Self-paced
Automate, Evaluate and Deploy ML Models Confidently
Opens on Coursera โ†—