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
Student Stress Level Prediction Project by Tanvi Joshi
ML Fundamentals
Student Stress Level Prediction Project by Tanvi Joshi
CloudxLab Official Intermediate 7mo ago
Why JAX and Flax NNX?
ML Fundamentals
Why JAX and Flax NNX?
Google for Developers Advanced 7mo ago
Introducing Flax NNX (Part 3)
ML Fundamentals
Introducing Flax NNX (Part 3)
Google for Developers Beginner 7mo 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 7mo ago
AI Buzzwords That Kill Your Cover Letter 🚫
ML Fundamentals
AI Buzzwords That Kill Your Cover Letter 🚫
Coursera Beginner 7mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L9: Protocols
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L9: Protocols
Stanford Online Intermediate 7mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L7: Animation
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L7: Animation
Stanford Online Intermediate 7mo ago
Your Career Motivation
ML Fundamentals
Your Career Motivation
Coursera Beginner 7mo ago
Lecture 23: Introduction to Machine Learning
ML Fundamentals
Lecture 23: Introduction to Machine Learning
MIT OpenCourseWare Beginner 7mo ago
Lecture 1, Part I: Introduction of the Class
ML Fundamentals ⚡ AI Lesson
Lecture 1, Part I: Introduction of the Class
MIT OpenCourseWare Beginner 7mo ago
Gradient Descent With Momentum | Visual Explanation | Deep Learning #11
ML Fundamentals
Gradient Descent With Momentum | Visual Explanation | Deep Learning #11
ByteQuest Beginner 7mo ago
Deploy an Azure Databricks Workspace
ML Fundamentals ⚡ AI Lesson
Deploy an Azure Databricks Workspace
Databricks Beginner 7mo ago
Quant Trading Accelerator - Part 7: Cross Validation
ML Fundamentals
Quant Trading Accelerator - Part 7: Cross Validation
MemLabs Beginner 7mo 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 7mo ago
From Coding to AI Coding
ML Fundamentals
From Coding to AI Coding
No Priors: AI, Machine Learning, Tech, & Startups Beginner 7mo 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 7mo ago
Unity Catalog: Setting up Catalogs and Workspace Binding
ML Fundamentals ⚡ AI Lesson
Unity Catalog: Setting up Catalogs and Workspace Binding
Databricks Intermediate 7mo ago
Polyominoes on Chessboards - Numberphile
ML Fundamentals
Polyominoes on Chessboards - Numberphile
Numberphile Beginner 7mo ago
Sora 2 vs Veo 3.1 Comparison: Best AI Video Generator Explained | #shorts | #simplilearn
ML Fundamentals
Sora 2 vs Veo 3.1 Comparison: Best AI Video Generator Explained | #shorts | #simplilearn
Simplilearn Advanced 7mo ago
Machine Learning Roadmap 2026 | Machine Learning Engineer Roadmap For Beginners | Simplilearn
ML Fundamentals
Machine Learning Roadmap 2026 | Machine Learning Engineer Roadmap For Beginners | Simplilearn
Simplilearn Advanced 7mo ago
Don't Waste 2026 on the Wrong Career (ML vs AI Engineer)
ML Fundamentals
Don't Waste 2026 on the Wrong Career (ML vs AI Engineer)
Zen van Riel Intermediate 7mo ago
Exponentially Weighted Moving Average (EWMA) Explained | Deep Learning #10
ML Fundamentals
Exponentially Weighted Moving Average (EWMA) Explained | Deep Learning #10
ByteQuest Beginner 7mo ago
Learn AI in 20 Minutes for Beginners (2026 Guide)
ML Fundamentals
Learn AI in 20 Minutes for Beginners (2026 Guide)
The iScale Beginner 7mo ago
AI Engineer Roadmap #Shorts #GfG #AI #AIRoadmap #ArtificialIntelligence
ML Fundamentals
AI Engineer Roadmap #Shorts #GfG #AI #AIRoadmap #ArtificialIntelligence
GeeksforGeeks Beginner 7mo ago
IIT Roorkee | Introduction to Data Science, Machine Learning and AI
ML Fundamentals ⚡ AI Lesson
IIT Roorkee | Introduction to Data Science, Machine Learning and AI
CloudxLab Official Beginner 7mo ago
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial |  Edureka
ML Fundamentals
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
edureka! Beginner 7mo ago
What NoGIL Python means for machine learning
ML Fundamentals
What NoGIL Python means for machine learning
Efficient NLP Beginner 7mo ago
The Graph Reconstruction Conjecture - Numberphile
ML Fundamentals
The Graph Reconstruction Conjecture - Numberphile
Numberphile Advanced 7mo ago
How To Learn Artificial Intelligence And Ml Full Roadmap #shorts #ai #students #ml #coding #learn
ML Fundamentals
How To Learn Artificial Intelligence And Ml Full Roadmap #shorts #ai #students #ml #coding #learn
WebKnower Beginner 7mo ago
Garbage Collection(Automatic Cleanup)
ML Fundamentals
Garbage Collection(Automatic Cleanup)
Next Gen Synthetix Beginner 7mo ago
Deep Learning Specialization by DeepLearning.AI #BeADeepLearner
ML Fundamentals ⚡ AI Lesson
Deep Learning Specialization by DeepLearning.AI #BeADeepLearner
DeepLearningAI Beginner 7mo ago
AI and Machine Learning Pioneers Summer School
ML Fundamentals
AI and Machine Learning Pioneers Summer School
Saïd Business School, University of Oxford Beginner 7mo ago
JAX AI Stack: Summary & Conclusion
ML Fundamentals
JAX AI Stack: Summary & Conclusion
Google for Developers Beginner 7mo ago
GPA on a Resume: What Employers Really Think
ML Fundamentals
GPA on a Resume: What Employers Really Think
Coursera Beginner 7mo ago
5 AI Cover Letter Red Flags Recruiters Spot Fast
ML Fundamentals
5 AI Cover Letter Red Flags Recruiters Spot Fast
Coursera Beginner 7mo ago
Unlock the Power of Canva AI: Design Smarter, Not Harder | #shorts #simplilearn
ML Fundamentals
Unlock the Power of Canva AI: Design Smarter, Not Harder | #shorts #simplilearn
Simplilearn Advanced 7mo ago
AI Engineer Roadmap 2026 | How To Become AI Engineer In 2026 | AI Tutorial | Simplilearn
ML Fundamentals
AI Engineer Roadmap 2026 | How To Become AI Engineer In 2026 | AI Tutorial | Simplilearn
Simplilearn Beginner 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 12 (July 30, 1982)
ML Fundamentals ⚡ AI Lesson
Stanford Lecture: The Internal Details of TeX82 - Session 12 (July 30, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 11 (July 30, 1982)
ML Fundamentals
Stanford Lecture: The Internal Details of TeX82 - Session 11 (July 30, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 10 (July 30, 1982)
ML Fundamentals ⚡ AI Lesson
Stanford Lecture: The Internal Details of TeX82 - Session 10 (July 30, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 9 (July 30, 1982)
ML Fundamentals
Stanford Lecture: The Internal Details of TeX82 - Session 9 (July 30, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 7 (July 29, 1982)
ML Fundamentals ⚡ AI Lesson
Stanford Lecture: The Internal Details of TeX82 - Session 7 (July 29, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 6 (July 29, 1982)
ML Fundamentals
Stanford Lecture: The Internal Details of TeX82 - Session 6 (July 29, 1982)
Stanford Online Intermediate 7mo ago
0Stanford Lecture: The Internal Details of TeX82 - Session 5 (July 29, 1982)
ML Fundamentals
0Stanford Lecture: The Internal Details of TeX82 - Session 5 (July 29, 1982)
Stanford Online Intermediate 7mo ago
Stanford Lecture: The Internal Details of TeX82 - Session 1 (July 28, 1982)
ML Fundamentals
Stanford Lecture: The Internal Details of TeX82 - Session 1 (July 28, 1982)
Stanford Online Intermediate 7mo ago
You Don’t Need to be an Expert to Start Data Science
ML Fundamentals
You Don’t Need to be an Expert to Start Data Science
Coursera Beginner 7mo ago
Unity Catalog: Setting Up Volumes
ML Fundamentals ⚡ AI Lesson
Unity Catalog: Setting Up Volumes
Databricks Beginner 7mo ago
Stanford CS193p: iOS Development with SwiftUI | 2025 | L5: Layout & Data Flow
ML Fundamentals
Stanford CS193p: iOS Development with SwiftUI | 2025 | L5: Layout & Data Flow
Stanford Online Intermediate 7mo ago
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