Foundations

ML Fundamentals

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

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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
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
Etsy at Google Cloud Next
ML Fundamentals
Etsy at Google Cloud Next
Google Cloud Beginner 12mo ago
Machine learning in 5 mins ๐Ÿค™
ML Fundamentals
Machine learning in 5 mins ๐Ÿค™
Sajjaad Khader Beginner 12mo ago
Reducing Image Dimensions ๐Ÿ“‰ - Convolutional Filters in CNNs ๐ŸŒ - Topic 271 #ai #ml
ML Fundamentals โšก AI Lesson
Reducing Image Dimensions ๐Ÿ“‰ - Convolutional Filters in CNNs ๐ŸŒ - Topic 271 #ai #ml
deeplizard Beginner 12mo ago
Roadmap to a successful tech career in 2025
ML Fundamentals
Roadmap to a successful tech career in 2025
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 12mo ago
Konstantin  Schuerholt  - Weight Space Learning  Treating Neural Network Weights as Data
ML Fundamentals
Konstantin Schuerholt - Weight Space Learning Treating Neural Network Weights as Data
Cohere Beginner 12mo ago
Can AI Understand Indian Comedy? | Understand Sentiment Analysis in 8 Minutes!
ML Fundamentals
Can AI Understand Indian Comedy? | Understand Sentiment Analysis in 8 Minutes!
GeeksforGeeks Beginner 12mo ago
Machine Learning on AWS
ML Fundamentals โšก AI Lesson
Machine Learning on AWS
DataCamp Beginner 12mo ago
Machine Learning: How I wish I was taught
ML Fundamentals
Machine Learning: How I wish I was taught
Sajjaad Khader Beginner 12mo ago
Essential Machine Learning and AI Concepts Animated
ML Fundamentals โšก AI Lesson
Essential Machine Learning and AI Concepts Animated
freeCodeCamp.org Beginner 12mo ago
This is the best terminal you can run on your computer
ML Fundamentals โšก AI Lesson
This is the best terminal you can run on your computer
Underfitted Beginner 1y ago
Cardioids in Coffee Cups - Numberphile
ML Fundamentals
Cardioids in Coffee Cups - Numberphile
Numberphile Beginner 1y ago
Code Your Way to Success: Essential Dev Skills
ML Fundamentals
Code Your Way to Success: Essential Dev Skills
Coursera Beginner 1y ago
Mixture-of-Experts (MoE) is a machine learning technique.
18:45
ML Fundamentals โšก AI Lesson
Mixture-of-Experts (MoE) is a machine learning technique.
the6thai Beginner 1y ago
Keras Crash Course | Deep Learning, Image Modelling, RNNs and More
ML Fundamentals โšก AI Lesson
Keras Crash Course | Deep Learning, Image Modelling, RNNs and More
DataCamp Beginner 1y ago
Working as a Data Science freelancer
ML Fundamentals โšก AI Lesson
Working as a Data Science freelancer
Aladdin Persson Beginner 1y ago
Shocking Study: Physician Errors as a Leading Cause of Death
ML Fundamentals
Shocking Study: Physician Errors as a Leading Cause of Death
MLOps.community Beginner 1y ago
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
ML Fundamentals
AI discovers PHYSICS: Lagrange & Hamiltonian (MIT)
Discover AI Beginner 1y ago
The Tea Lady Experiment - Numberphile
ML Fundamentals
The Tea Lady Experiment - Numberphile
Numberphile Beginner 1y ago
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
ML Fundamentals
Learn real-world skills with AI Tutor | Michael Gawenka, Solutions Consultant, HackerRank
HackerRank Beginner 1y ago
AI Concepts You NEED to Know (Learn AI Fast)
ML Fundamentals
AI Concepts You NEED to Know (Learn AI Fast)
Jean Lee Beginner 1y ago
Reinforcement Learning with Neural Networks: Mathematical Details
ML Fundamentals โšก AI Lesson
Reinforcement Learning with Neural Networks: Mathematical Details
StatQuest (Josh Starmer) Beginner 1y ago
Accelerate scikit-learn Machine Learning Models 50x with NVIDIA cuML
ML Fundamentals
Accelerate scikit-learn Machine Learning Models 50x with NVIDIA cuML
Krish Naik Beginner 1y ago
The AI Tool That Will Replace Web Developers Is HERE
ML Fundamentals
The AI Tool That Will Replace Web Developers Is HERE
Jean Lee Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Somil Bansal, Stanford
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Explainability
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Explainability
Stanford Online Beginner 1y ago
Comparing CNN and Fully Connected Layers ๐Ÿค” - Layer Connectivity Insights ๐Ÿ” - Topic 270 #ai #ml
ML Fundamentals โšก AI Lesson
Comparing CNN and Fully Connected Layers ๐Ÿค” - Layer Connectivity Insights ๐Ÿ” - Topic 270 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Explained with Oreos ๐Ÿ˜‹
ML Fundamentals โšก AI Lesson
Machine Learning Explained with Oreos ๐Ÿ˜‹
Sajjaad Khader Beginner 1y ago
Running on Empty: Bouncing Back from Burnout
ML Fundamentals
Running on Empty: Bouncing Back from Burnout
Coursera Beginner 1y ago
Filter Value Connections in CNNs ๐Ÿ”— - Understanding Network Weights ๐ŸŽš๏ธ - Topic 269 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Value Connections in CNNs ๐Ÿ”— - Understanding Network Weights ๐ŸŽš๏ธ - Topic 269 #ai #ml
deeplizard Beginner 1y ago
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
ML Fundamentals โšก AI Lesson
Illustrating Convolutional Layer Connectivity ๐ŸŒ - CNN Structure ๐Ÿ—๏ธ - Topic 268 #ai #ml
deeplizard Beginner 1y ago
The World's LONGEST Klein Bottle - Numberphile
ML Fundamentals
The World's LONGEST Klein Bottle - Numberphile
Numberphile Beginner 1y ago
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Weights in Convolutional Layers ๐Ÿ‹๏ธโ€โ™‚๏ธ - CNN Weights Analysis ๐Ÿ“ˆ - Topic 267 #ai #ml
deeplizard Beginner 1y ago
The Hottest Programming Language? English.
ML Fundamentals
The Hottest Programming Language? English.
Jean Lee Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Discrete Reachability
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Runtime Monitoring
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Nonlinear Systems
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Reachability for Linear Systems
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Adaptive Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
ML Fundamentals โšก AI Lesson
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
Stanford Online Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning and its Applications
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Machine Learning and its Applications
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Utiliser des notebooks dans Vertex AI
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Utiliser des notebooks dans Vertex AI
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Encoder-Decoder Architecture - Italiano
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Self-paced
Encoder-Decoder Architecture - Italiano
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Foundations of No-Code AI for Real-World Applications
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Self-paced
Foundations of No-Code AI for Real-World Applications
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Machine Learning with PyTorch and Scikit-Learn
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Machine Learning with PyTorch and Scikit-Learn
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Introduction to Machine Learning: Art of the Possible
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Self-paced
Introduction to Machine Learning: Art of the Possible
Opens on Coursera โ†—