Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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lessons
Skills in this topic
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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
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
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 12mo 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 12mo 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 12mo 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 12mo ago
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
ML Fundamentals
Neural Network Training in Tamil | Epoch | Batch Size | Batch Norm | Optimizers | Early Stopping
Adi Explains Beginner 12mo ago
A Problem with Infinite Hotel Keys - Numberphile
ML Fundamentals
A Problem with Infinite Hotel Keys - Numberphile
Numberphile Beginner 1y 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 1y 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 1y ago
How to Land a Machine Learning Engineering Role
ML Fundamentals
How to Land a Machine Learning Engineering Role
Jean Lee Beginner 1y 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 1y 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 1y ago
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
ML Fundamentals โšก AI Lesson
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
SANS Institute Beginner 1y 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 1y ago
Hash Collisions & The Birthday Paradox - Computerphile
ML Fundamentals โšก AI Lesson
Hash Collisions & The Birthday Paradox - Computerphile
Computerphile Beginner 1y 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 1y 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 1y ago
Will AI kill humanity?
ML Fundamentals
Will AI kill humanity?
GeeksforGeeks Beginner 1y ago
ML Foundations for AI Engineers (in 34 Minutes)
ML Fundamentals
ML Foundations for AI Engineers (in 34 Minutes)
Shaw Talebi Beginner 1y 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 1y ago
Activation Functions in Deep Learning Explained in Tamil | ReLU, Sigmoid, Tanh | Adi Explains
ML Fundamentals
Activation Functions in Deep Learning Explained in Tamil | ReLU, Sigmoid, Tanh | Adi Explains
Adi Explains Beginner 1y ago
Jeremy Bernstein - Depths of First Order Optimization
ML Fundamentals
Jeremy Bernstein - Depths of First Order Optimization
Cohere Advanced 1y 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 1y ago
Reinforcement Learning in 100 Seconds
ML Fundamentals
Reinforcement Learning in 100 Seconds
Infinite Codes Beginner 1y 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 1y 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 1y ago
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
ML Fundamentals
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
codebasics Intermediate 1y ago
Advancing Fusion with ML/AI
ML Fundamentals โšก AI Lesson
Advancing Fusion with ML/AI
Microsoft Research Intermediate 1y ago
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
ML Fundamentals
Data Analyst Career #data #codebasics #career #dataanalyst #job #shorts
codebasics Beginner 1y ago
Subroutines in Low Level Code - Computerphile
ML Fundamentals โšก AI Lesson
Subroutines in Low Level Code - Computerphile
Computerphile Beginner 1y 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 1y 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 1y ago
Web Development Skills: Ultimate Guide for Beginners
ML Fundamentals
Web Development Skills: Ultimate Guide for Beginners
Coursera Beginner 1y 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 1y ago
How Small Startups Are Making Big Bucks in AI
ML Fundamentals
How Small Startups Are Making Big Bucks in AI
Jean Lee Beginner 1y ago
5 High-Paying Jobs You Should Know About
ML Fundamentals
5 High-Paying Jobs You Should Know About
Coursera Beginner 1y ago
Webinar: How great influencers drive change | High Performance Leadership Programme
ML Fundamentals
Webinar: How great influencers drive change | High Performance Leadership Programme
Saรฏd Business School, University of Oxford Intermediate 1y ago
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Medical Insurance Premium Prediction with Machine Learning
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Medical Insurance Premium Prediction with Machine Learning
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AI For Medical Treatment
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Deep Learning Essentials
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Deep Learning Essentials
Opens on Coursera โ†—
Exam Prep AIF-C01: AWS Certified AI Practitioner
๐Ÿ“š Coursera Course โ†—
Self-paced
Exam Prep AIF-C01: AWS Certified AI Practitioner
Opens on Coursera โ†—
Math for AI Beginner Part 2 : Vector Calulus
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Self-paced
Math for AI Beginner Part 2 : Vector Calulus
Opens on Coursera โ†—
Machine Learning in the Enterprise - Portuguรชs Brasileiro
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning in the Enterprise - Portuguรชs Brasileiro
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