Foundations

ML Fundamentals

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

13113
lessons
Gaurav Gaonkar - From Academia Research to Applied ML Lessons from Academia & Industry
ML Fundamentals
Gaurav Gaonkar - From Academia Research to Applied ML Lessons from Academia & Industry
Cohere Intermediate 4mo ago
Search Strategy
ML Fundamentals
Search Strategy
MLOps.community Intermediate 4mo ago
What is Linux? ๐Ÿง
ML Fundamentals
What is Linux? ๐Ÿง
Guru99 Beginner 4mo ago
NumPy & JAX NumPy (Part 2)
ML Fundamentals
NumPy & JAX NumPy (Part 2)
Google for Developers Beginner 4mo ago
NumPy & JAX NumPy (Part 1)
ML Fundamentals
NumPy & JAX NumPy (Part 1)
Google for Developers Beginner 4mo ago
What inspired NVIDIA to make Nemotron open source for everyone?
ML Fundamentals
What inspired NVIDIA to make Nemotron open source for everyone?
NVIDIA Developer Beginner 4mo ago
AI Buzzwords That Kill Your Cover Letter ๐Ÿšซ
ML Fundamentals
AI Buzzwords That Kill Your Cover Letter ๐Ÿšซ
Coursera Beginner 4mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L12: Even More Complex UIs
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L12: Even More Complex UIs
Stanford Online Intermediate 4mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L9: Protocols
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L9: Protocols
Stanford Online Intermediate 4mo ago
Your Career Motivation
ML Fundamentals
Your Career Motivation
Coursera Beginner 4mo ago
How Runway Reached #1 in Video AI
ML Fundamentals
How Runway Reached #1 in Video AI
Weights & Biases Intermediate 4mo ago
Lecture 4: Linear Algebra (cont.); Probability Theory
ML Fundamentals
Lecture 4: Linear Algebra (cont.); Probability Theory
MIT OpenCourseWare Beginner 4mo ago
Lecture 23: Introduction to Machine Learning
ML Fundamentals
Lecture 23: Introduction to Machine Learning
MIT OpenCourseWare Beginner 4mo ago
Oxford Advanced Management and Leadership Programme Video 2026
ML Fundamentals
Oxford Advanced Management and Leadership Programme Video 2026
Saรฏd Business School, University of Oxford Advanced 4mo ago
Turning purpose into innovation  | Oxford Tea Talks
ML Fundamentals
Turning purpose into innovation | Oxford Tea Talks
Saรฏd Business School, University of Oxford Intermediate 4mo ago
Unity Catalog: Setting up Catalogs and Workspace Binding
ML Fundamentals
Unity Catalog: Setting up Catalogs and Workspace Binding
Databricks Intermediate 4mo ago
Deploy an Azure Databricks Workspace
ML Fundamentals
Deploy an Azure Databricks Workspace
Databricks Beginner 4mo 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 4mo ago
Open-Source AI 101: Enabling American Innovation | NVIDIA GTC D.C.
ML Fundamentals
Open-Source AI 101: Enabling American Innovation | NVIDIA GTC D.C.
NVIDIA Developer Beginner 4mo ago
From Coding to AI Coding
ML Fundamentals
From Coding to AI Coding
No Priors: AI, Machine Learning, Tech, & Startups Beginner 4mo ago
Ideas: Community building, machine learning, and the future of AI
ML Fundamentals
Ideas: Community building, machine learning, and the future of AI
Microsoft Research Intermediate 4mo ago
Polyominoes on Chessboards - Numberphile
ML Fundamentals
Polyominoes on Chessboards - Numberphile
Numberphile Beginner 4mo 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 4mo ago
Depthwise Separable Convolutions - Explained!
ML Fundamentals
Depthwise Separable Convolutions - Explained!
CodeEmporium Advanced 4mo ago
Chill music๐Ÿ˜Œ to relax/study
ML Fundamentals
Chill music๐Ÿ˜Œ to relax/study
NPStation Intermediate 4mo ago
Top AWS Cloud Certifications in 2026 | Best AWS Certifications for Cloud Careers #shorts
ML Fundamentals
Top AWS Cloud Certifications in 2026 | Best AWS Certifications for Cloud Careers #shorts
Simplilearn Beginner 4mo ago
AI Engineer Roadmap #Shorts #GfG #AI #AIRoadmap #ArtificialIntelligence
ML Fundamentals
AI Engineer Roadmap #Shorts #GfG #AI #AIRoadmap #ArtificialIntelligence
GeeksforGeeks Beginner 4mo ago
IIT Roorkee | Introduction to Data Science, Machine Learning and AI
ML Fundamentals
IIT Roorkee | Introduction to Data Science, Machine Learning and AI
CloudxLab Official Beginner 4mo 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
Why Inference Is Becoming the Biggest AI Market
ML Fundamentals
Why Inference Is Becoming the Biggest AI Market
Weights & Biases Intermediate 4mo ago
data centers going down isnt that big of a deal #podcast
ML Fundamentals
data centers going down isnt that big of a deal #podcast
MLOps.community Intermediate 4mo ago
Fix This and Your React App Instantly Gets Faster #reactjs #coding #frontend
ML Fundamentals
Fix This and Your React App Instantly Gets Faster #reactjs #coding #frontend
FullStackDev Beginner 4mo ago
Why JAX and Flax NNX?
ML Fundamentals
Why JAX and Flax NNX?
Google for Developers Advanced 4mo ago
Introducing Flax NNX (Part 3)
ML Fundamentals
Introducing Flax NNX (Part 3)
Google for Developers Beginner 4mo ago
Introducing Flax NNX (Part 1)
ML Fundamentals
Introducing Flax NNX (Part 1)
Google for Developers Beginner 4mo ago
JAX AI Stack: Summary & Conclusion
ML Fundamentals
JAX AI Stack: Summary & Conclusion
Google for Developers Beginner 4mo ago
Optimizing Flax NNX Models with Optax (Part 1)
ML Fundamentals
Optimizing Flax NNX Models with Optax (Part 1)
Google for Developers Advanced 4mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L8: Animation Demonstration
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L8: Animation Demonstration
Stanford Online Intermediate 4mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L7: Animation
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L7: Animation
Stanford Online Intermediate 4mo ago
Lecture 1, Part I: Introduction of the Class
ML Fundamentals
Lecture 1, Part I: Introduction of the Class
MIT OpenCourseWare Beginner 4mo ago
Lecture 2: Linear Algebra
ML Fundamentals
Lecture 2: Linear Algebra
MIT OpenCourseWare Advanced 4mo ago
Lecture 24: Stochastic Calculus
ML Fundamentals
Lecture 24: Stochastic Calculus
MIT OpenCourseWare Beginner 4mo ago
Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations
ML Fundamentals
Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations
MIT OpenCourseWare Advanced 4mo ago
GPA on a Resume: What Employers Really Think
ML Fundamentals
GPA on a Resume: What Employers Really Think
Coursera Beginner 4mo ago
5 AI Cover Letter Red Flags Recruiters Spot Fast
ML Fundamentals
5 AI Cover Letter Red Flags Recruiters Spot Fast
Coursera Beginner 4mo ago
Unity Catalog: Setting up Catalogs and Workspace Binding
ML Fundamentals
Unity Catalog: Setting up Catalogs and Workspace Binding
Databricks Intermediate 4mo ago
Turning purpose into innovation | Official Trailer | Oxford Tea Talks #oxforduniversity #innovation
ML Fundamentals
Turning purpose into innovation | Official Trailer | Oxford Tea Talks #oxforduniversity #innovation
Saรฏd Business School, University of Oxford Intermediate 4mo ago
All the money going to GPUs  #podcast #aiinfrastructure
ML Fundamentals
All the money going to GPUs #podcast #aiinfrastructure
MLOps.community Intermediate 4mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Deep Learning, NLP, and AI Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Deep Learning, NLP, and AI Applications
Opens on Coursera โ†—
GenAI and Model Selection
๐Ÿ“š Coursera Course โ†—
Self-paced
GenAI and Model Selection
Opens on Coursera โ†—
Production-Ready Multimodal ML Engineering
๐Ÿ“š Coursera Course โ†—
Self-paced
Production-Ready Multimodal ML Engineering
Opens on Coursera โ†—
Introduction to AI: Key Concepts and Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to AI: Key Concepts and Applications
Opens on Coursera โ†—
IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
๐Ÿ“š Coursera Course โ†—
Self-paced
IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
Opens on Coursera โ†—
Introduction to Computer Vision
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Computer Vision
Opens on Coursera โ†—