Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
ML Fundamentals
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
GeeksforGeeks Beginner 11mo ago
Unlocking ML Performance on TPUs and GPUs
ML Fundamentals
Unlocking ML Performance on TPUs and GPUs
Google Cloud Tech Beginner 11mo ago
Train your JAX models using model.fit(...) in Keras 3
ML Fundamentals
Train your JAX models using model.fit(...) in Keras 3
Google for Developers Beginner 11mo ago
Do more with Chrome DevTools and less CTRL + TAB
ML Fundamentals
Do more with Chrome DevTools and less CTRL + TAB
Chrome for Developers Beginner 11mo ago
Performance debugging in DevTools
ML Fundamentals
Performance debugging in DevTools
Chrome for Developers Beginner 11mo ago
What is JAX?
ML Fundamentals
What is JAX?
Google for Developers Beginner 11mo ago
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
ML Fundamentals
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
Microsoft Research Beginner 11mo ago
#01 Myths & Realities to become a Data Scientist ๐Ÿšจ | Data Science Course Series in Tamil
ML Fundamentals
#01 Myths & Realities to become a Data Scientist ๐Ÿšจ | Data Science Course Series in Tamil
AI Coach John (Tamil) Beginner 11mo ago
Oxford Bank Governance Programme
ML Fundamentals
Oxford Bank Governance Programme
Saรฏd Business School, University of Oxford Beginner 11mo ago
Zero Padding Thickness Depends on What โ“๐Ÿ“ - DL Beginner ๐Ÿ› ๏ธ - Topic 278 #ai #ml
ML Fundamentals โšก AI Lesson
Zero Padding Thickness Depends on What โ“๐Ÿ“ - DL Beginner ๐Ÿ› ๏ธ - Topic 278 #ai #ml
deeplizard Beginner 11mo ago
Adding memory to Cursor using MCP and a Knowledge Graph database
ML Fundamentals โšก AI Lesson
Adding memory to Cursor using MCP and a Knowledge Graph database
Simon Willison (underfitted) Beginner 11mo ago
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
ML Fundamentals
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
WebKnower Beginner 11mo ago
A Problem with Infinite Hotel Keys - Numberphile
ML Fundamentals
A Problem with Infinite Hotel Keys - Numberphile
Numberphile Beginner 11mo ago
How to Land a Machine Learning Engineering Role
ML Fundamentals
How to Land a Machine Learning Engineering Role
Jean Lee Beginner 11mo ago
What Zero Padding Achieves ๐Ÿšง - Deep Learning Beginner ๐Ÿ‘ถ - Topic 277 #ai #ml
ML Fundamentals โšก AI Lesson
What Zero Padding Achieves ๐Ÿšง - Deep Learning Beginner ๐Ÿ‘ถ - Topic 277 #ai #ml
deeplizard Beginner 11mo ago
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
ML Fundamentals
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
The Gradient Path Beginner 11mo ago
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
ML Fundamentals โšก AI Lesson
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
SANS Institute Beginner 11mo ago
The Human Element in AI: Why People Still Matter in a Machine-Led Era
ML Fundamentals โšก AI Lesson
The Human Element in AI: Why People Still Matter in a Machine-Led Era
SANS Institute Beginner 11mo ago
Hash Collisions & The Birthday Paradox - Computerphile
ML Fundamentals โšก AI Lesson
Hash Collisions & The Birthday Paradox - Computerphile
Computerphile Beginner 11mo ago
Part 1 | Hands-On End-to-End ML Model Deployment on Kubernetes | Introduction & Project Setup
ML Fundamentals
Part 1 | Hands-On End-to-End ML Model Deployment on Kubernetes | Introduction & Project Setup
Abonia Sojasingarayar Beginner 11mo ago
Will AI kill humanity?
ML Fundamentals
Will AI kill humanity?
GeeksforGeeks Beginner 11mo ago
ML Foundations for AI Engineers (in 34 Minutes)
ML Fundamentals
ML Foundations for AI Engineers (in 34 Minutes)
Shaw Talebi Beginner 11mo ago
Networking Don'ts: Expert Tips from Susan McPherson ๐Ÿ’ก
ML Fundamentals
Networking Don'ts: Expert Tips from Susan McPherson ๐Ÿ’ก
Coursera Beginner 11mo ago
Web Development Skills: Ultimate Guide for Beginners
ML Fundamentals
Web Development Skills: Ultimate Guide for Beginners
Coursera Beginner 11mo ago
Reinforcement Learning in 100 Seconds
ML Fundamentals
Reinforcement Learning in 100 Seconds
Infinite Codes Beginner 11mo ago
The Future of AI Is Here and What That Means for Your Jobs
ML Fundamentals
The Future of AI Is Here and What That Means for Your Jobs
Jean Lee Beginner 11mo ago
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
ML Fundamentals
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
codebasics Beginner 11mo ago
Subroutines in Low Level Code - Computerphile
ML Fundamentals โšก AI Lesson
Subroutines in Low Level Code - Computerphile
Computerphile Beginner 11mo ago
Top 5 Technologies to Learn in 2025
ML Fundamentals
Top 5 Technologies to Learn in 2025
edureka! Beginner 11mo ago
10 Essential Skills for Future Tech Jobs!
ML Fundamentals
10 Essential Skills for Future Tech Jobs!
edureka! Beginner 11mo ago
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
0:06
ML Fundamentals โšก AI Lesson
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
CydexCode Beginner 11mo ago
The Voice of the AI Engineer
ML Fundamentals
The Voice of the AI Engineer
Latent Space Beginner 11mo ago
NBA MVP Machine Learning Prediction โ€ผ๏ธ
ML Fundamentals
NBA MVP Machine Learning Prediction โ€ผ๏ธ
Sajjaad Khader Beginner 11mo ago
Network Manipulation
ML Fundamentals โšก AI Lesson
Network Manipulation
Data Skeptic Beginner 11mo ago
Why is it Called Zero Padding โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 276 #ai #ml
ML Fundamentals โšก AI Lesson
Why is it Called Zero Padding โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 276 #ai #ml
deeplizard Beginner 11mo ago
How CNNs Lose Edge Data ๐Ÿ–ผ๏ธ - Hinting at Zero Padding ๐Ÿ” - Topic 275 #ai #ml
ML Fundamentals โšก AI Lesson
How CNNs Lose Edge Data ๐Ÿ–ผ๏ธ - Hinting at Zero Padding ๐Ÿ” - Topic 275 #ai #ml
deeplizard Beginner 11mo ago
How Small Startups Are Making Big Bucks in AI
ML Fundamentals
How Small Startups Are Making Big Bucks in AI
Jean Lee Beginner 11mo ago
5 High-Paying Jobs You Should Know About
ML Fundamentals
5 High-Paying Jobs You Should Know About
Coursera Beginner 11mo ago
Learn AI & Machine Learning, For FREE!
ML Fundamentals
Learn AI & Machine Learning, For FREE!
Jean Lee Beginner 11mo ago
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
ML Fundamentals โšก AI Lesson
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
deeplizard Beginner 11mo ago
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
ML Fundamentals
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
Jean Lee Beginner 11mo ago
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
ML Fundamentals โšก AI Lesson
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
deeplizard Beginner 11mo ago
Comfort Kills Innovation: Why Diversity Fuels Creativity
ML Fundamentals
Comfort Kills Innovation: Why Diversity Fuels Creativity
Coursera Beginner 11mo ago
AI-First Workplaces Are Already Here
ML Fundamentals
AI-First Workplaces Are Already Here
Jean Lee Beginner 11mo ago
Machine Learning EXPLAINED In 60 Seconds
ML Fundamentals
Machine Learning EXPLAINED In 60 Seconds
edureka! Beginner 11mo ago
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
ML Fundamentals โšก AI Lesson
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
deeplizard Beginner 11mo ago
Why People Resist Change at Work & How to Fix It
ML Fundamentals
Why People Resist Change at Work & How to Fix It
Coursera Beginner 12mo ago
Top Technologies to Learn for Career Growth (2025 Update)
ML Fundamentals
Top Technologies to Learn for Career Growth (2025 Update)
edureka! Beginner 12mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
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Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
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Encoder-Decoder Architecture - Portuguรชs Brasileiro
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Clustering and Classification with Machine Learning in R
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Clustering and Classification with Machine Learning in R
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Model Thinking
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Self-paced
Model Thinking
Opens on Coursera โ†—
Data Augmented Technology Assisted Medical Decision Making
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Data Augmented Technology Assisted Medical Decision Making
Opens on Coursera โ†—
Deploy and Optimize Cloud AI Architectures
๐Ÿ“š Coursera Course โ†—
Self-paced
Deploy and Optimize Cloud AI Architectures
Opens on Coursera โ†—