Foundations

ML Fundamentals

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

13109
lessons
The Next AI Bottleneck
ML Fundamentals
The Next AI Bottleneck
The Information Intermediate 2w ago
TensorFlow Developer Professional Certificate
ML Fundamentals
TensorFlow Developer Professional Certificate
DeepLearningAI Intermediate 2w ago
AI for Everyone by Andrew Ng
ML Fundamentals
AI for Everyone by Andrew Ng
DeepLearningAI Beginner 2w ago
Beyond the Graph: Mastering Topological Deep Learning with TopoX and Python. Simplicial Complexes.
ML Fundamentals
Beyond the Graph: Mastering Topological Deep Learning with TopoX and Python. Simplicial Complexes.
AI Podcast Series. Byte Goose AI. Beginner 2w ago
Fintech: Preparing you for the future of financial services #fintech
ML Fundamentals
Fintech: Preparing you for the future of financial services #fintech
Saรฏd Business School, University of Oxford Beginner 2w ago
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
ML Fundamentals
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
MLOps.community Advanced 2w ago
๐Ÿ”ฅMLOps Engineer Roadmap in 2026 | How to become MLOps Engineer in 2026 ? #shorts  #simplilearn
ML Fundamentals
๐Ÿ”ฅMLOps Engineer Roadmap in 2026 | How to become MLOps Engineer in 2026 ? #shorts #simplilearn
Simplilearn Intermediate 2w ago
Session 11: Gas Exchange Across the Air-sea Interface
ML Fundamentals
Session 11: Gas Exchange Across the Air-sea Interface
MIT OpenCourseWare Intermediate 2w ago
Session 17: Sinking Particles and Remineralization (2)
ML Fundamentals
Session 17: Sinking Particles and Remineralization (2)
MIT OpenCourseWare Intermediate 2w ago
Oxford MBA: Career guidance #oxforduniversity
ML Fundamentals
Oxford MBA: Career guidance #oxforduniversity
Saรฏd Business School, University of Oxford Intermediate 2w ago
Calculus is secretly a 1 layer AI model
ML Fundamentals
Calculus is secretly a 1 layer AI model
Insightforge | AI & Data Science Beginner 2w ago
Clear Thinking Beats Any AI Coding Tool
ML Fundamentals
Clear Thinking Beats Any AI Coding Tool
Real Python Beginner 2w ago
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
ML Fundamentals
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
MLOps.community Intermediate 2w ago
How Do Diffusion Models Work
ML Fundamentals
How Do Diffusion Models Work
Insightforge | AI & Data Science Beginner 2w ago
This picture broke my brain
ML Fundamentals
This picture broke my brain
3Blue1Brown Beginner 2w ago
Vector Norms - Explained
ML Fundamentals
Vector Norms - Explained
DataMListic Beginner 2w ago
Quantum Computing in Python With Qiskit
ML Fundamentals
Quantum Computing in Python With Qiskit
Real Python Beginner 2w ago
Top 7 Programming Languages for AI in 2026 (Must Learn!) ๐Ÿš€
ML Fundamentals
Top 7 Programming Languages for AI in 2026 (Must Learn!) ๐Ÿš€
AI Study Hub Beginner 2w ago
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
ML Fundamentals
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
AI Podcast Series. Byte Goose AI. Beginner 2w ago
Top Skills You Need to Work in AI (Beginner to Pro 2026)
ML Fundamentals
Top Skills You Need to Work in AI (Beginner to Pro 2026)
AI Study Hub Beginner 2w ago
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
ML Fundamentals
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
Moz Beginner 2w ago
How to Become an AI Engineer Fast
ML Fundamentals
How to Become an AI Engineer Fast
Tech With Tim Beginner 2w ago
Top Skill Hiring Managers Look for in AI Engineers
ML Fundamentals
Top Skill Hiring Managers Look for in AI Engineers
codebasics Intermediate 2w ago
How do you find the balance between too much and too little in code and process reviews?
ML Fundamentals
How do you find the balance between too much and too little in code and process reviews?
freeCodeCamp.org Intermediate 2w ago
Bayesian Linear Regression
ML Fundamentals
Bayesian Linear Regression
DataMListic Beginner 2w ago
๐ŸŽง LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
ML Fundamentals
๐ŸŽง LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
DeepLearning.AI Intermediate 2w ago
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
ML Fundamentals
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
Computerphile Intermediate 2w ago
The Math That Kills Trillion-Parameter AI Models
ML Fundamentals
The Math That Kills Trillion-Parameter AI Models
Code 4 AI Advanced 2w ago
Every DevOps Engineer Should Know AIOps [FREE LABs]
ML Fundamentals
Every DevOps Engineer Should Know AIOps [FREE LABs]
KodeKloud Beginner 2w ago
How Linear Algebra Powers Machine Learning (ML)
ML Fundamentals
How Linear Algebra Powers Machine Learning (ML)
IBM Technology Beginner 2w ago
5 FREE Machine Learning Courses with Certificates (Start Now!)
ML Fundamentals
5 FREE Machine Learning Courses with Certificates (Start Now!)
Analytics Vidhya Beginner 2w ago
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
ML Fundamentals
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
Analytics Vidhya Beginner 2w ago
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
ML Fundamentals
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
CS50 Beginner 2w ago
How Neural Networks Work? | AI Basics in Tamil
ML Fundamentals
How Neural Networks Work? | AI Basics in Tamil
Arivi by HCL GUVI Beginner 2w ago
Session 10: Non-conservative Processes in Estuaries/ Groundwater/Hydrothermal
ML Fundamentals
Session 10: Non-conservative Processes in Estuaries/ Groundwater/Hydrothermal
MIT OpenCourseWare Intermediate 2w ago
Session 14: Primary Production (2)
ML Fundamentals
Session 14: Primary Production (2)
MIT OpenCourseWare Intermediate 2w ago
Oxford 1+1 MBA
ML Fundamentals
Oxford 1+1 MBA
Saรฏd Business School, University of Oxford Intermediate 2w ago
How CNNs Actually "See" Images
ML Fundamentals
How CNNs Actually "See" Images
Insightforge | AI & Data Science Intermediate 2w ago
User Questions Can Reveal Your Documentation Gaps
ML Fundamentals
User Questions Can Reveal Your Documentation Gaps
Real Python Beginner 2w ago
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
ML Fundamentals
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
Real Python Beginner 2w ago
Distinguished Speaker Seminar - Biodiversity and Business
ML Fundamentals
Distinguished Speaker Seminar - Biodiversity and Business
Saรฏd Business School, University of Oxford Intermediate 2w ago
The Biggest Hurdle for Python Devs Building on the Web
ML Fundamentals
The Biggest Hurdle for Python Devs Building on the Web
MLOps.community Intermediate 2w ago
Why Notebooks Help You Understand Whatโ€™s Really Happening
ML Fundamentals
Why Notebooks Help You Understand Whatโ€™s Really Happening
MLOps.community Intermediate 2w ago
โ€œIโ€™ll burn out 2 in minutesโ€  The brutal reality of GPU clusters
ML Fundamentals
โ€œIโ€™ll burn out 2 in minutesโ€ The brutal reality of GPU clusters
MLOps.community Intermediate 2w ago
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
ML Fundamentals
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
MLOps.community Intermediate 2w ago
IWD webinar Women Leading and Learning in the Modern World
ML Fundamentals
IWD webinar Women Leading and Learning in the Modern World
Saรฏd Business School, University of Oxford Beginner 2w ago
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
ML Fundamentals
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
AI Podcast Series. Byte Goose AI. Advanced 2w ago
Activation Functions in Neural Networks - Explained
ML Fundamentals
Activation Functions in Neural Networks - Explained
DataMListic Beginner 2w ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning in the Enterprise - Franรงais
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning in the Enterprise - Franรงais
Opens on Coursera โ†—
Advanced Machine Learning, Big Data, and Deep Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Machine Learning, Big Data, and Deep Learning
Opens on Coursera โ†—
Introduction to Computer Vision
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Computer Vision
Opens on Coursera โ†—
Evaluate Vision Errors: Identify Failure Patterns
๐Ÿ“š Coursera Course โ†—
Self-paced
Evaluate Vision Errors: Identify Failure Patterns
Opens on Coursera โ†—
GPU Clusters & Containers
๐Ÿ“š Coursera Course โ†—
Self-paced
GPU Clusters & Containers
Opens on Coursera โ†—
Cyber Security: Application of AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Cyber Security: Application of AI
Opens on Coursera โ†—