Foundations

ML Fundamentals

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

11,168
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
Nobel Prize in Physics (& Computer Science?) - Computerphile
ML Fundamentals โšก AI Lesson
Nobel Prize in Physics (& Computer Science?) - Computerphile
Computerphile Beginner 1y ago
Coursera Connect Kazakhstan
ML Fundamentals
Coursera Connect Kazakhstan
Coursera Beginner 1y ago
How I made $600,000 freelancing on Upwork.
ML Fundamentals
How I made $600,000 freelancing on Upwork.
Underfitted Beginner 1y ago
How Math makes Machine Learning easy (and how you can learn it)
ML Fundamentals
How Math makes Machine Learning easy (and how you can learn it)
Infinite Codes Beginner 1y ago
How to Become a Data Scientist: 3 Key Steps ๐Ÿ’ป
ML Fundamentals
How to Become a Data Scientist: 3 Key Steps ๐Ÿ’ป
Coursera Beginner 1y ago
Look Ma, no markers: holistic performance capture without the hassle
ML Fundamentals
Look Ma, no markers: holistic performance capture without the hassle
Microsoft Research Beginner 1y ago
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
ML Fundamentals โšก AI Lesson
Standard Normal Distribution ๐Ÿ“ˆ - Normalizing Data Values ๐Ÿ”ข - Topic 217 #ai #ml
deeplizard Beginner 1y ago
Ultimate Guide to Mastering the Python Interview Challenge!
ML Fundamentals
Ultimate Guide to Mastering the Python Interview Challenge!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Data Science - Hottest field of 2024! #codebasics #datascience #data #shorts
ML Fundamentals โšก AI Lesson
Data Science - Hottest field of 2024! #codebasics #datascience #data #shorts
codebasics Beginner 1y ago
7 PROVEN Strategies To Become An AI Engineer (2025 Updated)
ML Fundamentals
7 PROVEN Strategies To Become An AI Engineer (2025 Updated)
AI For Beginners Beginner 1y ago
ML Models for Safety-Critical Systems with Lucas Garcรญa - 705
ML Fundamentals โšก AI Lesson
ML Models for Safety-Critical Systems with Lucas Garcรญa - 705
The TWIML AI Podcast with Sam Charrington Beginner 1y ago
Why Normalize Data? ๐Ÿ” - Stabilizing Neural Training ๐Ÿ“Š - Topic 216 #ai #ml
ML Fundamentals โšก AI Lesson
Why Normalize Data? ๐Ÿ” - Stabilizing Neural Training ๐Ÿ“Š - Topic 216 #ai #ml
deeplizard Beginner 1y ago
Demand Forecasting For Stores - AI Project in Python
ML Fundamentals โšก AI Lesson
Demand Forecasting For Stores - AI Project in Python
NeuralNine Beginner 1y ago
You need to learn this! Unlock the Power of AI (Artificial Intelligence) // FREE CCNA 200-301 Course
ML Fundamentals
You need to learn this! Unlock the Power of AI (Artificial Intelligence) // FREE CCNA 200-301 Course
David Bombal Beginner 1y ago
Computer Vision Explained
ML Fundamentals โšก AI Lesson
Computer Vision Explained
365 Data Science Beginner 1y ago
Meet AIโ€™s multitool: Vector embeddings
ML Fundamentals
Meet AIโ€™s multitool: Vector embeddings
Google Cloud Tech Beginner 1y ago
Applications of Machine Learning #shorts #codebasics #data #machinelearning #datascientist
ML Fundamentals โšก AI Lesson
Applications of Machine Learning #shorts #codebasics #data #machinelearning #datascientist
codebasics Beginner 1y ago
Writing Cover Letter for Data Science and Machine Learning Job Search | Interview Accelerator Course
ML Fundamentals
Writing Cover Letter for Data Science and Machine Learning Job Search | Interview Accelerator Course
Sahil Vohra Beginner 1y ago
PyTorch Conference 2024 Highlights
ML Fundamentals
PyTorch Conference 2024 Highlights
PyTorch Beginner 1y ago
Chronon: Airbnb's Open-Source Data Platform
ML Fundamentals
Chronon: Airbnb's Open-Source Data Platform
MLOps.community Beginner 1y ago
Data Engineering: The Missing Piece of Your Data Science Puzzle
ML Fundamentals
Data Engineering: The Missing Piece of Your Data Science Puzzle
MLOps.community Beginner 1y ago
Course Teaser: Communicating with Confidence
ML Fundamentals โšก AI Lesson
Course Teaser: Communicating with Confidence
Stanford Online Beginner 1y ago
AWS Certified AI Practitioner (AIF-C01) โ€“ Full Course to PASS the Certification Exam
ML Fundamentals โšก AI Lesson
AWS Certified AI Practitioner (AIF-C01) โ€“ Full Course to PASS the Certification Exam
freeCodeCamp.org Beginner 1y ago
Webinar: How to make an impact in impact finance
ML Fundamentals
Webinar: How to make an impact in impact finance
Saรฏd Business School, University of Oxford Beginner 1y ago
4 Software Developer Roadmaps For 2024+
ML Fundamentals โšก AI Lesson
4 Software Developer Roadmaps For 2024+
Tech With Tim Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-10-2024
ML Fundamentals โšก AI Lesson
Deep Learning by Goodfellow Study Group - 8-10-2024
TWIML AI Podcast Beginner 1y ago
Managed Model Generation: Customized AI Solutions for Your Business | Macgence
ML Fundamentals โšก AI Lesson
Managed Model Generation: Customized AI Solutions for Your Business | Macgence
Macgence Beginner 1y ago
Lightning Talk: Markov Chains - potentially faster log analysis
ML Fundamentals โšก AI Lesson
Lightning Talk: Markov Chains - potentially faster log analysis
SANS Institute Beginner 1y ago
@Asianometry & Dylan Patel โ€” How the semiconductor industry actually works
ML Fundamentals
@Asianometry & Dylan Patel โ€” How the semiconductor industry actually works
Dwarkesh Patel Beginner 1y ago
Course Overview: Communicating with Confidence
ML Fundamentals
Course Overview: Communicating with Confidence
Stanford Online Beginner 1y ago
Is Teslaโ€™s Humanoid Robot a Game Changer?
ML Fundamentals
Is Teslaโ€™s Humanoid Robot a Game Changer?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Exciting Project for 2024 | Launch Your Online Food Delivery App!
ML Fundamentals โšก AI Lesson
Exciting Project for 2024 | Launch Your Online Food Delivery App!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Unlock Your Potential: Supervised Learning Made Easy!
ML Fundamentals
Unlock Your Potential: Supervised Learning Made Easy!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Unlock Your Potential: Supervised Learning Made Easy!
ML Fundamentals
Unlock Your Potential: Supervised Learning Made Easy!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Tesla's Cybercab: The Future of Taxi is Here
ML Fundamentals
Tesla's Cybercab: The Future of Taxi is Here
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
The Secret Coding Language of the Whoop Band!
ML Fundamentals
The Secret Coding Language of the Whoop Band!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Resizing Images for Neural Networks ๐Ÿ”„ - Uniform Shape Prep ๐Ÿ“ - Topic 215 #ai #ml
ML Fundamentals โšก AI Lesson
Resizing Images for Neural Networks ๐Ÿ”„ - Uniform Shape Prep ๐Ÿ“ - Topic 215 #ai #ml
deeplizard Beginner 1y ago
The Evolution of Lyft's Feature Store // Devon Mittow // DE4AI
ML Fundamentals
The Evolution of Lyft's Feature Store // Devon Mittow // DE4AI
MLOps.community Beginner 1y ago
Turn Data Chaos into AI Strategy with Programmatic AI Data Development // Elena Boiarskaia // DE4AI
ML Fundamentals
Turn Data Chaos into AI Strategy with Programmatic AI Data Development // Elena Boiarskaia // DE4AI
MLOps.community Beginner 1y ago
The Secret to Data Science Success๐Ÿ”ฅ๐Ÿ˜
ML Fundamentals
The Secret to Data Science Success๐Ÿ”ฅ๐Ÿ˜
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Formatting Image Data ๐Ÿ“ธ - Ensuring Uniformity ๐Ÿ”ฒ - Topic 214 #ai #ml
ML Fundamentals โšก AI Lesson
Formatting Image Data ๐Ÿ“ธ - Ensuring Uniformity ๐Ÿ”ฒ - Topic 214 #ai #ml
deeplizard Beginner 1y ago
How to tackle Career Gap? #shorts #codebasics #careergap #careerguidance
ML Fundamentals
How to tackle Career Gap? #shorts #codebasics #careergap #careerguidance
codebasics Beginner 1y ago
How AI Actually Works (For Beginners)
ML Fundamentals
How AI Actually Works (For Beginners)
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
SUPERVISED LEARNING | AI & ML FOR BEGINNERS | #ai #ml #artificialintelligence #machinelearning
ML Fundamentals
SUPERVISED LEARNING | AI & ML FOR BEGINNERS | #ai #ml #artificialintelligence #machinelearning
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
How AI is Changing the World Forever
ML Fundamentals
How AI is Changing the World Forever
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Introduction to Artificial Intelligence & Machine Learning |  AI & ML For Beginners
ML Fundamentals
Introduction to Artificial Intelligence & Machine Learning | AI & ML For Beginners
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Organizing Data for Networks Step #2 ๐Ÿ“‚ - ML Data Structuring ๐Ÿ—๏ธ - Topic 213 #ai #ml
ML Fundamentals โšก AI Lesson
Organizing Data for Networks Step #2 ๐Ÿ“‚ - ML Data Structuring ๐Ÿ—๏ธ - Topic 213 #ai #ml
deeplizard Beginner 1y ago
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Analyze Data in Azure ML Studio
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