Foundations

ML Fundamentals

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

12966
lessons
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
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
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
How to fine-tune your models with just a few samples
๐Ÿ“ ML Fundamentals
How to fine-tune your models with just a few samples
Underfitted Intermediate 11mo ago
Data Science Gamechanger?
๐Ÿ“ ML Fundamentals
Data Science Gamechanger?
Rob Mulla Beginner 12mo ago
ByteDance's DreamActor-M1 Turns Photos Into Realistic Videos ๐Ÿคฏ
๐Ÿ“ ML Fundamentals
ByteDance's DreamActor-M1 Turns Photos Into Realistic Videos ๐Ÿคฏ
Analytics Vidhya Intermediate 12mo ago
Oxford MBA alumni profile: Nobuhle Ndlovu
๐Ÿ“ ML Fundamentals
Oxford MBA alumni profile: Nobuhle Ndlovu
Saรฏd Business School, University of Oxford Intermediate 12mo ago
5 functions you need to know to understand ML || A story of mathematical intuition.
๐Ÿ“ ML Fundamentals
5 functions you need to know to understand ML || A story of mathematical intuition.
Paper in a Pod Beginner 12mo ago
How Rad AI uses Weights & Biases to revolutionize radiology
๐Ÿ“ ML Fundamentals
How Rad AI uses Weights & Biases to revolutionize radiology
Weights & Biases Beginner 12mo ago
Passing Image Data to CNNs ๐Ÿ“ธ - Channel-Based Features ๐ŸŒˆ - Topic 265 #ai #ml
๐Ÿ“ ML Fundamentals
Passing Image Data to CNNs ๐Ÿ“ธ - Channel-Based Features ๐ŸŒˆ - Topic 265 #ai #ml
deeplizard Beginner 12mo ago
AI Vs ML Vs NLP #shorts #nlp #genai #ml #ai #data
๐Ÿ“ ML Fundamentals
AI Vs ML Vs NLP #shorts #nlp #genai #ml #ai #data
codebasics Intermediate 12mo ago
How to learn Deep Learning 2025
๐Ÿ“ ML Fundamentals
How to learn Deep Learning 2025
Aladdin Persson Beginner 12mo ago
10 Online Learning Benefits You Never Knew! ๐Ÿ“š
๐Ÿ“ ML Fundamentals
10 Online Learning Benefits You Never Knew! ๐Ÿ“š
Coursera Beginner 12mo ago
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
๐Ÿ“ ML Fundamentals
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
Underfitted Beginner 12mo ago
Honest Life Advice #shorts #life #purpose #data
๐Ÿ“ ML Fundamentals
Honest Life Advice #shorts #life #purpose #data
codebasics Intermediate 12mo ago
Create Diagrams in Minutes with Napkin AI! ๐Ÿง โœจ
๐Ÿ“ ML Fundamentals
Create Diagrams in Minutes with Napkin AI! ๐Ÿง โœจ
Analytics Vidhya Beginner 12mo ago
What Is Quantum Computers and How Will It Change Everything?
๐Ÿ“ ML Fundamentals
What Is Quantum Computers and How Will It Change Everything?
Jean Lee Beginner 12mo ago
Evolution of Neural Networks: Zero to Hero
๐Ÿ“ ML Fundamentals
Evolution of Neural Networks: Zero to Hero
CodeEmporium Beginner 1y ago
Building a Machine Learning Portfolio
๐Ÿ“ ML Fundamentals
Building a Machine Learning Portfolio
Aladdin Persson Beginner 1y ago
Data Meets Machine Learning - Marc Millstone
๐Ÿ“ ML Fundamentals
Data Meets Machine Learning - Marc Millstone
Outerbounds Beginner 1y ago
Welcome Address - Nurcan Sonmez
๐Ÿ“ ML Fundamentals
Welcome Address - Nurcan Sonmez
Outerbounds Intermediate 1y ago
Comparing ZenML, Metaflow, and all the other DAG tools
๐Ÿ“ ML Fundamentals
Comparing ZenML, Metaflow, and all the other DAG tools
MLOps.community Intermediate 1y ago
Don't Start Data Science Without Knowing This! ๐Ÿ˜จ| Roadmap , Prerequisites & Salary
๐Ÿ“ ML Fundamentals
Don't Start Data Science Without Knowing This! ๐Ÿ˜จ| Roadmap , Prerequisites & Salary
AI Coach John (Tamil) Beginner 1y ago
Want to Shape AI's Future? Become an AI Architect!
๐Ÿ“ ML Fundamentals
Want to Shape AI's Future? Become an AI Architect!
Coursera Beginner 1y ago
Introducing Hal Kirkwood, Bodleian Business Librarian #oxforduniversity #booktube
๐Ÿ“ ML Fundamentals
Introducing Hal Kirkwood, Bodleian Business Librarian #oxforduniversity #booktube
Saรฏd Business School, University of Oxford Beginner 1y ago
Creating an Inclusive AI Culture
๐Ÿ“ ML Fundamentals
Creating an Inclusive AI Culture
MLOps.community Intermediate 1y 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
Understanding Convolutional Filters โš™๏ธ - CNN Architecture ๐Ÿ›๏ธ - Topic 264 #ai #ml
๐Ÿ“ ML Fundamentals
Understanding Convolutional Filters โš™๏ธ - CNN Architecture ๐Ÿ›๏ธ - Topic 264 #ai #ml
deeplizard Beginner 1y ago
How to make Pandas extremely fast without changing any code.
๐Ÿ“ ML Fundamentals
How to make Pandas extremely fast without changing any code.
Underfitted Intermediate 1y ago
Building Masterclass On-call - AI for Expert Guidance - Aman Gupta
๐Ÿ“ ML Fundamentals
Building Masterclass On-call - AI for Expert Guidance - Aman Gupta
Outerbounds Intermediate 1y ago
Scaling the Construction of Entertainment Knowledge Graphs - Jayadev Chandrasekhar
๐Ÿ“ ML Fundamentals
Scaling the Construction of Entertainment Knowledge Graphs - Jayadev Chandrasekhar
Outerbounds Intermediate 1y ago
Metaflow Functions - David Berg, Fan Yang
๐Ÿ“ ML Fundamentals
Metaflow Functions - David Berg, Fan Yang
Outerbounds Intermediate 1y ago
Metaflow & AI - Ville Tuulos
๐Ÿ“ ML Fundamentals
Metaflow & AI - Ville Tuulos
Outerbounds Intermediate 1y ago
Fostering Innovation in the Mauritius Ecosystem
๐Ÿ“ ML Fundamentals
Fostering Innovation in the Mauritius Ecosystem
Stanford Online Intermediate 1y ago
This might be stupid, but I don't debug my code anymore
๐Ÿ“ ML Fundamentals
This might be stupid, but I don't debug my code anymore
Underfitted Beginner 1y ago
The Future of AI: Progressing for Humanity's Benefit
๐Ÿ“ ML Fundamentals
The Future of AI: Progressing for Humanity's Benefit
MLOps.community Intermediate 1y ago
AI's Role in Redefining Work Dynamics
๐Ÿ“ ML Fundamentals
AI's Role in Redefining Work Dynamics
MLOps.community Intermediate 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Microsoft Gen AI for Executives Course - Gen AI Adoption
๐Ÿ“š Coursera Course โ†—
Self-paced
Microsoft Gen AI for Executives Course - Gen AI Adoption
Opens on Coursera โ†—
Aerial Image Segmentation with PyTorch
๐Ÿ“š Coursera Course โ†—
Self-paced
Aerial Image Segmentation with PyTorch
Opens on Coursera โ†—
Image Classification with Keras: Build & Optimize
๐Ÿ“š Coursera Course โ†—
Self-paced
Image Classification with Keras: Build & Optimize
Opens on Coursera โ†—
Mathematics for Engineers: The Capstone Course
๐Ÿ“š Coursera Course โ†—
Self-paced
Mathematics for Engineers: The Capstone Course
Opens on Coursera โ†—
Build Image Quality Inspection using AWS Lookout for Vision
๐Ÿ“š Coursera Course โ†—
Self-paced
Build Image Quality Inspection using AWS Lookout for Vision
Opens on Coursera โ†—
Solution Architecture and Ethical AI Design
๐Ÿ“š Coursera Course โ†—
Self-paced
Solution Architecture and Ethical AI Design
Opens on Coursera โ†—