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
The Test Is Right 99% of the Time
Data Analytics & Business Intelligence ⚡ AI Lesson
The Test Is Right 99% of the Time
DataMListic Beginner 1d ago
Quant Interview Question #quant
ML Fundamentals ⚡ AI Lesson
Quant Interview Question #quant
quantprof Beginner 4d ago
LLM Quantization Explained
Large Language Models ⚡ AI Lesson
LLM Quantization Explained
KodeKloud Beginner 3w ago
Machine Learning with Rust and Candle: Part 3
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 3
Stephen Blum Beginner 2w ago
Terminal Heatmap UI for PyTorch Part 2
ML Fundamentals ⚡ AI Lesson
Terminal Heatmap UI for PyTorch Part 2
Stephen Blum Beginner 4w ago
Become an AI Engineer in 2026  | Microsoft AI Engineer Program | #Shorts| #Simplilearn
Large Language Models ⚡ AI Lesson
Become an AI Engineer in 2026 | Microsoft AI Engineer Program | #Shorts| #Simplilearn
Simplilearn Intermediate 2w ago
The Cauchy Is Symmetric and Has No Mean
ML Fundamentals ⚡ AI Lesson
The Cauchy Is Symmetric and Has No Mean
DataMListic Intermediate 3w ago
AI Engineer  Roadmap 2026 | How To Become An AI Engineer In 2026 | SCRUM Master Skills | Simplilearn
ML Fundamentals ⚡ AI Lesson
AI Engineer Roadmap 2026 | How To Become An AI Engineer In 2026 | SCRUM Master Skills | Simplilearn
Simplilearn Beginner 2w ago
Why the NFL Kept Its Human Schedulers
AI Agents & Automation ⚡ AI Lesson
Why the NFL Kept Its Human Schedulers
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 2w ago
Your Boss Won't Buy It? Say This
Management & AI-Era Leadership ⚡ AI Lesson
Your Boss Won't Buy It? Say This
Super Data Science: ML & AI Podcast with Jon Krohn Intermediate 2w ago
Mechanical Engineer to AI Engineer Career Transition Roadmap(2026)
ML Fundamentals ⚡ AI Lesson
Mechanical Engineer to AI Engineer Career Transition Roadmap(2026)
Rajeev Kanth | BEPEC Beginner 2w ago
How Netflix Handles Large Imbalanced Datasets | Machine Learning Case Study Explained
ML Fundamentals ⚡ AI Lesson
How Netflix Handles Large Imbalanced Datasets | Machine Learning Case Study Explained
Pavithra’s Podcast Beginner 2w ago
Model Size and Hyperparameters Explained
ML Fundamentals ⚡ AI Lesson
Model Size and Hyperparameters Explained
KodeKloud Beginner 3w ago
10 AI Skills You Need to Become an AI Developer in 2026 | Tamil | Karthik's Show
ML Fundamentals ⚡ AI Lesson
10 AI Skills You Need to Become an AI Developer in 2026 | Tamil | Karthik's Show
Karthik's Show Beginner 3w ago
Full Stack Agentic AI Course with Job Guarantee. #agenticai
AI Agents & Automation ⚡ AI Lesson
Full Stack Agentic AI Course with Job Guarantee. #agenticai
Rajeev Kanth | BEPEC Beginner 3w ago
AI/ML System Design Session 2 | Complete Guide to Machine Learning System Design
Systems Design & Architecture ⚡ AI Lesson
AI/ML System Design Session 2 | Complete Guide to Machine Learning System Design
Pavithra’s Podcast Beginner 1w ago
Cosine Similarity vs Dot Product vs Euclidean Distance in Python: Choose a Vector Search Metric
RAG & Vector Search ⚡ AI Lesson
Cosine Similarity vs Dot Product vs Euclidean Distance in Python: Choose a Vector Search Metric
Professor Py: AI Engineering Beginner 2w ago
Measure Voice Agent Latency in Python with LiveKit: Trace STT, LLM, and TTS Delays
AI Agents & Automation ⚡ AI Lesson
Measure Voice Agent Latency in Python with LiveKit: Trace STT, LLM, and TTS Delays
Professor Py: AI Engineering Intermediate 2w ago
Build and deploy AI at the edge for real-world impact | OD837
AI Agents & Automation ⚡ AI Lesson
Build and deploy AI at the edge for real-world impact | OD837
Microsoft Developer Beginner 2mo ago
Big Data Analytics Explained in 10 Minutes
Data Analytics & Business Intelligence ⚡ AI Lesson
Big Data Analytics Explained in 10 Minutes
Coursera Beginner 2mo ago
When to choose CPU vs GPU: Databricks AI Runtime Explained
ML Fundamentals ⚡ AI Lesson
When to choose CPU vs GPU: Databricks AI Runtime Explained
Databricks Beginner 2mo ago
how to run ablation in pretraining?
Deep Learning ⚡ AI Lesson
how to run ablation in pretraining?
Deep Learning with Yacine Intermediate 2mo ago
Take control of AI agents on your site with WebMCP #GoogleIO
AI Agents & Automation ⚡ AI Lesson
Take control of AI agents on your site with WebMCP #GoogleIO
Chrome for Developers Intermediate 2mo ago
Bigger Models Fit Smoother, Not Harder
ML Fundamentals ⚡ AI Lesson
Bigger Models Fit Smoother, Not Harder
DataMListic Beginner 2w ago
Machine Learning Rust Candle Hugging Face Part 4
Deep Learning ⚡ AI Lesson
Machine Learning Rust Candle Hugging Face Part 4
Stephen Blum Beginner 2w ago
Machine Learning Rust Candle Hugging Face Part 1
ML Fundamentals ⚡ AI Lesson
Machine Learning Rust Candle Hugging Face Part 1
Stephen Blum Beginner 2w ago
Type I vs Type II Error - Which Mistake Are You Choosing?
ML Fundamentals ⚡ AI Lesson
Type I vs Type II Error - Which Mistake Are You Choosing?
DataMListic Beginner 2w ago
Best Machine Learning Courses Online  | Top Online Machine Learning Courses | #Shorts | #Simplilearn
Deep Learning ⚡ AI Lesson
Best Machine Learning Courses Online | Top Online Machine Learning Courses | #Shorts | #Simplilearn
Simplilearn Intermediate 3w ago
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
ML Fundamentals ⚡ AI Lesson
AI Engineer Roadmap 2026 | Become an AI Engineer from Scratch | #Shorts | #Simplilearn
Simplilearn Advanced 2w ago
Machine Learning with Rust and Candle: Part 7
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 7
Stephen Blum Beginner 1w ago
Machine Learning Rust Candle Hugging Face Part 3
ML Fundamentals ⚡ AI Lesson
Machine Learning Rust Candle Hugging Face Part 3
Stephen Blum Beginner 2w ago
Robots Are Coming for Human Jobs in 2026 | Future Jobs Explained | #Shorts #Simplilearn
ML Fundamentals ⚡ AI Lesson
Robots Are Coming for Human Jobs in 2026 | Future Jobs Explained | #Shorts #Simplilearn
Simplilearn Advanced 2w ago
Where to Learn Optimization for Free
ML Fundamentals ⚡ AI Lesson
Where to Learn Optimization for Free
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 2w ago
Reinforcement Learning Tutorial Part 9
Reinforcement Learning ⚡ AI Lesson
Reinforcement Learning Tutorial Part 9
Stephen Blum Beginner 2w ago
Machine Learning Hugging Face Candle lib for Rust
ML Fundamentals ⚡ AI Lesson
Machine Learning Hugging Face Candle lib for Rust
Stephen Blum Beginner 3w ago
Machine Learning with Rust and Candle: Part 1
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 1
Stephen Blum Beginner 2w ago
Rust vs PyTorch Speed
AI Tools & Apps ⚡ AI Lesson
Rust vs PyTorch Speed
Stephen Blum Beginner 3w ago
The $2 Million AI Puzzle Most Models Still Can't Solve
AI Agents & Automation ⚡ AI Lesson
The $2 Million AI Puzzle Most Models Still Can't Solve
KodeKloud Beginner 4w ago
Quantum Computing and AI
ML Fundamentals ⚡ AI Lesson
Quantum Computing and AI
Stephen Blum Beginner 4w ago
Machine Learning Hugging Face Candle lib for Rust: Part 5
ML Fundamentals ⚡ AI Lesson
Machine Learning Hugging Face Candle lib for Rust: Part 5
Stephen Blum Beginner 2w ago
Teaching AI to Play Game: Part 10
ML Fundamentals ⚡ AI Lesson
Teaching AI to Play Game: Part 10
Stephen Blum Beginner 3w ago
The Math Behind Olympic Gold
ML Fundamentals ⚡ AI Lesson
The Math Behind Olympic Gold
Super Data Science: ML & AI Podcast with Jon Krohn Beginner 2w ago
Machine Learning Hugging Face Candle lib for Rust: Part 3
ML Fundamentals ⚡ AI Lesson
Machine Learning Hugging Face Candle lib for Rust: Part 3
Stephen Blum Beginner 2w ago
Better Data Categorization
ML Fundamentals ⚡ AI Lesson
Better Data Categorization
Stephen Blum Beginner 2w ago
The Pareto Distribution - The Mean Is Finite, The Variance Is Infinite
ML Fundamentals ⚡ AI Lesson
The Pareto Distribution - The Mean Is Finite, The Variance Is Infinite
DataMListic Beginner 1w ago
Machine Learning with Rust and Candle: Part 8
ML Fundamentals ⚡ AI Lesson
Machine Learning with Rust and Candle: Part 8
Stephen Blum Beginner 1w ago
Applied Data Science With Python Full Course 2026 [Free] | Python For Data Science | Simplilearn
Data Analytics & Business Intelligence ⚡ AI Lesson
Applied Data Science With Python Full Course 2026 [Free] | Python For Data Science | Simplilearn
Simplilearn Beginner 2mo ago
Python Full Course 2026 | Python Tutorial For Beginners | Python Programming Tutorial | Simplilearn
ML Fundamentals ⚡ AI Lesson
Python Full Course 2026 | Python Tutorial For Beginners | Python Programming Tutorial | Simplilearn
Simplilearn Beginner 2mo ago
📚 Continue on Coursera External links · Free to audit
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Model Training & Evaluation
📚 External: Coursera ↗
Self-paced
Model Training & Evaluation
Opens on Coursera ↗
Optimize AI: Build Reusable Model Pipelines
📚 External: Coursera ↗
Self-paced
Optimize AI: Build Reusable Model Pipelines
Opens on Coursera ↗
Production Machine Learning Systems
📚 External: Coursera ↗
Self-paced
Production Machine Learning Systems
Opens on Coursera ↗
Algebra and Differential Calculus for Data Science
📚 External: Coursera ↗
Self-paced
Algebra and Differential Calculus for Data Science
Opens on Coursera ↗
Futuro de los datos y la tecnología - Echar un vistazo
📚 External: Coursera ↗
Self-paced
Futuro de los datos y la tecnología - Echar un vistazo
Opens on Coursera ↗
Innovating with Google Cloud Artificial Intelligence - Português Brasileiro
📚 External: Coursera ↗
Self-paced
Innovating with Google Cloud Artificial Intelligence - Português Brasileiro
Opens on Coursera ↗