Foundations

ML Fundamentals

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

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
2025 EC3 & CIB W78 - TI3 - Sadikoglu, Emel - Predicting Construction Project Cost and Time based...
ML Fundamentals
2025 EC3 & CIB W78 - TI3 - Sadikoglu, Emel - Predicting Construction Project Cost and Time based...
European Council on Computing in Construction Intermediate 11mo ago
Logistic Regression Explained in 60 Seconds | Machine Learning Made Simple
ML Fundamentals
Logistic Regression Explained in 60 Seconds | Machine Learning Made Simple
Analytics Vidhya Beginner 11mo ago
langsmith or arize? or both?
ML Fundamentals ⚡ AI Lesson
langsmith or arize? or both?
MLOps.community Intermediate 11mo ago
Sovereign AI Isn’t Asking Permission
ML Fundamentals
Sovereign AI Isn’t Asking Permission
MLOps.community Intermediate 11mo ago
Hands-on ML Learning Actually Works! 🙌
ML Fundamentals
Hands-on ML Learning Actually Works! 🙌
Coursera Beginner 11mo ago
Oxford MSc in Global Healthcare Leadership - views from the classroom
ML Fundamentals ⚡ AI Lesson
Oxford MSc in Global Healthcare Leadership - views from the classroom
Saïd Business School, University of Oxford Beginner 11mo ago
Feature Scaling vs Normalization in Machine Learning - Explained Simply!
ML Fundamentals
Feature Scaling vs Normalization in Machine Learning - Explained Simply!
Analytics Vidhya Beginner 11mo ago
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
ML Fundamentals
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
Google for Developers Beginner 11mo ago
François Chollet - Creating Keras 3
ML Fundamentals
François Chollet - Creating Keras 3
Google for Developers Beginner 11mo ago
🔥Confused Which AI Specialization to Choose? Watch This #shorts #simplilearn
ML Fundamentals
🔥Confused Which AI Specialization to Choose? Watch This #shorts #simplilearn
Simplilearn Beginner 11mo ago
Machine Learning Models - Live Review 1
ML Fundamentals
Machine Learning Models - Live Review 1
Dr Mehrdad Arashpour Beginner 11mo ago
Top 15 Generative AI Interview Questions and Answers | AI Interview Questions | Simplilearn
ML Fundamentals
Top 15 Generative AI Interview Questions and Answers | AI Interview Questions | Simplilearn
Simplilearn Beginner 11mo ago
Conway's Base 13 Function - Numberphile
ML Fundamentals
Conway's Base 13 Function - Numberphile
Numberphile Beginner 11mo ago
Lecture 5: Sums
ML Fundamentals
Lecture 5: Sums
MIT OpenCourseWare Advanced 11mo ago
We Build Neural Networks Without Understanding What They Do
ML Fundamentals ⚡ AI Lesson
We Build Neural Networks Without Understanding What They Do
DataCamp Intermediate 11mo ago
Memory Mapping - Computerphile
ML Fundamentals ⚡ AI Lesson
Memory Mapping - Computerphile
Computerphile Beginner 11mo ago
Why I Waited to Learn Machine Learning (& Why I Shouldn't Have)
ML Fundamentals
Why I Waited to Learn Machine Learning (& Why I Shouldn't Have)
Coursera Intermediate 11mo ago
2025 EC3 & CIB W78 - Elias, Chady - AI-driven Digital Twins for Predictive Maintenance
ML Fundamentals
2025 EC3 & CIB W78 - Elias, Chady - AI-driven Digital Twins for Predictive Maintenance
European Council on Computing in Construction Intermediate 11mo ago
01 - AI Summer school - FPK University - Morocco
ML Fundamentals
01 - AI Summer school - FPK University - Morocco
عمرو عبداللطيف Beginner 11mo ago
How Neural Networks Work (AI Beginner’s Guide) | FutureSeed AI | #ai #education #techlearn
ML Fundamentals
How Neural Networks Work (AI Beginner’s Guide) | FutureSeed AI | #ai #education #techlearn
FutureSeed AI Beginner 11mo ago
Animation of #logisticregression #machinelearning #artificialintelligence
ML Fundamentals
Animation of #logisticregression #machinelearning #artificialintelligence
Dr Mehrdad Arashpour Beginner 11mo ago
How Gradient Descent REALLY Works
ML Fundamentals
How Gradient Descent REALLY Works
ByteQuest Beginner 11mo ago
Complete Blueprint to land an IT Job as a Fresher | ft: @HR_Navin Life Lessons Podcast in Tamil
ML Fundamentals
Complete Blueprint to land an IT Job as a Fresher | ft: @HR_Navin Life Lessons Podcast in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Catherine Ji  - Horizon Generalization in Reinforcement Learning
ML Fundamentals ⚡ AI Lesson
Catherine Ji - Horizon Generalization in Reinforcement Learning
Cohere Beginner 11mo ago
Math vs AI: Who Decides What's True? [Dr. Paul Lessard]
ML Fundamentals
Math vs AI: Who Decides What's True? [Dr. Paul Lessard]
Machine Learning Street Talk Advanced 11mo ago
Overfitting & Underfitting: The Goldilocks Problem of Machine Learning
ML Fundamentals
Overfitting & Underfitting: The Goldilocks Problem of Machine Learning
ByteQuest Beginner 11mo ago
What’s the Probability That Two Randomly Drawn Chords in a Circle Intersect?
ML Fundamentals ⚡ AI Lesson
What’s the Probability That Two Randomly Drawn Chords in a Circle Intersect?
AI For Beginners Beginner 11mo ago
What is AI? Explain Simply with Examples | Artificial Intelligence, Machine Learning, Generative AI
ML Fundamentals
What is AI? Explain Simply with Examples | Artificial Intelligence, Machine Learning, Generative AI
Simple AI Class with Dr Linda Beginner 11mo ago
Arthur Douillard - Distributed Training in Machine Learning
ML Fundamentals ⚡ AI Lesson
Arthur Douillard - Distributed Training in Machine Learning
Cohere Advanced 11mo ago
Nobel Laureate John Jumper: AI is Revolutionizing Scientific Discovery
ML Fundamentals
Nobel Laureate John Jumper: AI is Revolutionizing Scientific Discovery
Y Combinator Beginner 11mo ago
Diving in Hugging Face Hub; Share Your Model Weights on the #1 AI Hub, Home of 700k+... Tiezhen Wang
ML Fundamentals
Diving in Hugging Face Hub; Share Your Model Weights on the #1 AI Hub, Home of 700k+... Tiezhen Wang
PyTorch Beginner 11mo ago
Intel's PyTorch Journey: Promoting AI Performance and Optimizing Open-Source Software - Mingfei Ma
ML Fundamentals
Intel's PyTorch Journey: Promoting AI Performance and Optimizing Open-Source Software - Mingfei Ma
PyTorch Intermediate 11mo ago
The AI Behind Netflixs Recommendations
ML Fundamentals
The AI Behind Netflixs Recommendations
AI Simplified Beginner 11mo ago
Can AI Be Trusted in Healthcare? Risks, Compliance & Ethics
ML Fundamentals
Can AI Be Trusted in Healthcare? Risks, Compliance & Ethics
Everything AI and Law Podcast Beginner 11mo ago
Stanford Seminar - Build less, design more (interactive systems)
ML Fundamentals
Stanford Seminar - Build less, design more (interactive systems)
Stanford Online Beginner 12mo ago
AI and machine learning pioneers - Summer 2025  #oxfordexperience #oxforduniversity
ML Fundamentals
AI and machine learning pioneers - Summer 2025 #oxfordexperience #oxforduniversity
Saïd Business School, University of Oxford Beginner 12mo ago
CPU Kernel Mode - Computerphile
ML Fundamentals ⚡ AI Lesson
CPU Kernel Mode - Computerphile
Computerphile Beginner 12mo ago
Authentication with an MCP server. A quick demo.
ML Fundamentals ⚡ AI Lesson
Authentication with an MCP server. A quick demo.
Simon Willison (underfitted) Intermediate 12mo ago
Why I'm Learning Machine Learning on Coursera 🤖
ML Fundamentals
Why I'm Learning Machine Learning on Coursera 🤖
Coursera Beginner 11mo ago
Inside Uber's Advanced AI and Machine Learning Platform
ML Fundamentals
Inside Uber's Advanced AI and Machine Learning Platform
MLOps.community Beginner 11mo ago
Streamlit Tutorial | What Is Streamlit? | Streamlit Explained | Streamlit Functions | Simplilearn
ML Fundamentals
Streamlit Tutorial | What Is Streamlit? | Streamlit Explained | Streamlit Functions | Simplilearn
Simplilearn Beginner 11mo ago
ROC AUC Explained in 60 Seconds (No Jargon!)
ML Fundamentals ⚡ AI Lesson
ROC AUC Explained in 60 Seconds (No Jargon!)
Analytics Vidhya Beginner 11mo ago
📊 How to Spot Outliers in 60 Seconds! (Data Science Hack!)
ML Fundamentals
📊 How to Spot Outliers in 60 Seconds! (Data Science Hack!)
Analytics Vidhya Beginner 11mo ago
Does your product require AI/ML
ML Fundamentals ⚡ AI Lesson
Does your product require AI/ML
MLOps.community Intermediate 11mo ago
Top 10 AI Chrome Extensions You Need in 2025!
ML Fundamentals
Top 10 AI Chrome Extensions You Need in 2025!
Analytics Vidhya Intermediate 11mo ago
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
ML Fundamentals
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
Simplilearn Beginner 12mo ago
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
ML Fundamentals
Machine Learning Full Course 2026 | Machine Learning Tutorial For Beginners | Simplilearn
Simplilearn Beginner 12mo ago
Reinvent Your Career at 40: Steps to Success
ML Fundamentals
Reinvent Your Career at 40: Steps to Success
Coursera Beginner 12mo ago
📚 Continue on Coursera External links · Free to audit
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Optimize ML Models: Hyperparameter Tuning
📚 External: Coursera ↗
Self-paced
Optimize ML Models: Hyperparameter Tuning
Opens on Coursera ↗
Enhance Images: Quality Fixes Fast
📚 External: Coursera ↗
Self-paced
Enhance Images: Quality Fixes Fast
Opens on Coursera ↗
Introduction to Computer Vision
📚 External: Coursera ↗
Self-paced
Introduction to Computer Vision
Opens on Coursera ↗
Essential Causal Inference Techniques for Data Science
📚 External: Coursera ↗
Self-paced
Essential Causal Inference Techniques for Data Science
Opens on Coursera ↗
Business Application of Machine Learning and Artificial Intelligence in Healthcare
📚 External: Coursera ↗
Self-paced
Business Application of Machine Learning and Artificial Intelligence in Healthcare
Opens on Coursera ↗
Microsoft Azure Machine Learning
📚 External: Coursera ↗
Self-paced
Microsoft Azure Machine Learning
Opens on Coursera ↗