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
Turing winner David Patterson: how to give AI a bad carbon footprint
ML Fundamentals
Turing winner David Patterson: how to give AI a bad carbon footprint
Google for Developers Intermediate 11mo ago
The Atlas of AI Representations
ML Fundamentals
The Atlas of AI Representations
Latent Space Intermediate 11mo ago
Demis Hassabis on the frontiers of AI
ML Fundamentals
Demis Hassabis on the frontiers of AI
Google for Developers Beginner 11mo ago
Automate your work and integrate with Google Workspace
ML Fundamentals
Automate your work and integrate with Google Workspace
Google Cloud Tech Beginner 11mo ago
Auto Zero Padding in Neural Networks ๐Ÿ’ป - CNNs and API Convenience ๐Ÿ› ๏ธ - Topic 279 #ai #ml
ML Fundamentals โšก AI Lesson
Auto Zero Padding in Neural Networks ๐Ÿ’ป - CNNs and API Convenience ๐Ÿ› ๏ธ - Topic 279 #ai #ml
deeplizard Beginner 11mo ago
Can quantum computers break the speed of information?
ML Fundamentals
Can quantum computers break the speed of information?
Serrano.Academy Beginner 11mo ago
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
ML Fundamentals
Took Me Two Years To Learn This But You Only Need These Three Videos #machinelearning #shorts #ai
WebKnower Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 1 - Predicting (live, unedited)
CS50 Beginner 11mo ago
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
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
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
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
ML Fundamentals
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
Saรฏd Business School, University of Oxford Intermediate 11mo ago
5 Jobs in High Demand: How to Find the Right One for You
ML Fundamentals
5 Jobs in High Demand: How to Find the Right One for You
Coursera Intermediate 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
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
How to create a Dev Container for your project in Visual Studio Code
ML Fundamentals โšก AI Lesson
How to create a Dev Container for your project in Visual Studio Code
Simon Willison (underfitted) Intermediate 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
Primary Visual Cortex: How brain processes what we see
ML Fundamentals โšก AI Lesson
Primary Visual Cortex: How brain processes what we see
CodeEmporium Advanced 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
Jeremy Bernstein - Depths of First Order Optimization
ML Fundamentals
Jeremy Bernstein - Depths of First Order Optimization
Cohere Advanced 11mo ago
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
ML Fundamentals โšก AI Lesson
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
Sentdex Intermediate 11mo ago
Reinforcement Learning in 100 Seconds
ML Fundamentals
Reinforcement Learning in 100 Seconds
Infinite Codes Beginner 11mo ago
Why Ignoring AI Could Ruin Your Business in 5 Years! #aiforbusiness #ai #aicompliance #aishorts
ML Fundamentals
Why Ignoring AI Could Ruin Your Business in 5 Years! #aiforbusiness #ai #aicompliance #aishorts
Data Science Dojo Intermediate 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
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
ML Fundamentals
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
codebasics Intermediate 11mo ago
Advancing Fusion with ML/AI
ML Fundamentals โšก AI Lesson
Advancing Fusion with ML/AI
Microsoft Research Intermediate 11mo ago
What's new in the Gemmaverse
ML Fundamentals
What's new in the Gemmaverse
Google for Developers Intermediate 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
What is JAX?
ML Fundamentals
What is JAX?
Google for Developers 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
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
Web Development Skills: Ultimate Guide for Beginners
ML Fundamentals
Web Development Skills: Ultimate Guide for Beginners
Coursera 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
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Data Modeling, Transformation, and Serving
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Modeling, Transformation, and Serving
Opens on Coursera โ†—
Master CNNs with Python: Build, Train & Evaluate Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Master CNNs with Python: Build, Train & Evaluate Models
Opens on Coursera โ†—
Responsible Innovation and Trustworthy AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Responsible Innovation and Trustworthy AI
Opens on Coursera โ†—
Graphs and Networks
๐Ÿ“š Coursera Course โ†—
Self-paced
Graphs and Networks
Opens on Coursera โ†—
Advanced Linear Models for Data Science 2: Statistical Linear Models
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Linear Models for Data Science 2: Statistical Linear Models
Opens on Coursera โ†—
Data Engineering in AWS
๐Ÿ“š Coursera Course โ†—
Self-paced
Data Engineering in AWS
Opens on Coursera โ†—