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
#1 Career Skill Women Are Missing ๐Ÿ“ˆ
ML Fundamentals
#1 Career Skill Women Are Missing ๐Ÿ“ˆ
Coursera Beginner 9mo ago
Part 6 | Deploy ML Model on Kubernetes | Auto-Scaling with HPA and Monitoring with Prometheus
ML Fundamentals
Part 6 | Deploy ML Model on Kubernetes | Auto-Scaling with HPA and Monitoring with Prometheus
Abonia Sojasingarayar Beginner 9mo ago
Is maths required for coding ? Coding Tips For Beginners #Shorts #Coding #CodingForBeginners #GfG
ML Fundamentals
Is maths required for coding ? Coding Tips For Beginners #Shorts #Coding #CodingForBeginners #GfG
GeeksforGeeks Beginner 9mo ago
๐Ÿ”ฅData Scientist Roadmap 2026 #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅData Scientist Roadmap 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
Top 3 GitHub Repositories for Data Science Beginners in 2025
ML Fundamentals
Top 3 GitHub Repositories for Data Science Beginners in 2025
Analytics Vidhya Beginner 9mo ago
Australian Informatics Olympiad. Getting Started (Addition, Sitting or Standing, Mixed Fractions)
ML Fundamentals
Australian Informatics Olympiad. Getting Started (Addition, Sitting or Standing, Mixed Fractions)
Creator Academy Australia Beginner 9mo ago
๐Ÿ”ฅML Engineer vs Data Scientist: What's the Difference in 2026? #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅML Engineer vs Data Scientist: What's the Difference in 2026? #shorts #simplilearn
Simplilearn Beginner 9mo ago
Logistic Regression Explained in 60 Seconds | Machine Learning Made Simple
ML Fundamentals
Logistic Regression Explained in 60 Seconds | Machine Learning Made Simple
Analytics Vidhya Beginner 9mo ago
Hands-on ML Learning Actually Works! ๐Ÿ™Œ
ML Fundamentals
Hands-on ML Learning Actually Works! ๐Ÿ™Œ
Coursera Beginner 9mo ago
Oxford MSc in Global Healthcare Leadership - views from the classroom
ML Fundamentals โšก AI Lesson
Oxford MSc in Global Healthcare Leadership - views from the classroom
Saรฏd Business School, University of Oxford Beginner 9mo ago
The Highest Paying Jobs In The Age of AI According To AI
ML Fundamentals
The Highest Paying Jobs In The Age of AI According To AI
Jean Lee Beginner 9mo ago
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
ML Fundamentals
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
Google for Developers Beginner 9mo ago
Franรงois Chollet - Creating Keras 3
ML Fundamentals
Franรงois Chollet - Creating Keras 3
Google for Developers Beginner 9mo ago
Conway's Base 13 Function - Numberphile
ML Fundamentals
Conway's Base 13 Function - Numberphile
Numberphile Beginner 9mo ago
Memory Mapping - Computerphile
ML Fundamentals โšก AI Lesson
Memory Mapping - Computerphile
Computerphile Beginner 9mo ago
How Neural Networks Work (AI Beginnerโ€™s Guide) | FutureSeed AI | #ai #education #techlearn
ML Fundamentals
How Neural Networks Work (AI Beginnerโ€™s Guide) | FutureSeed AI | #ai #education #techlearn
FutureSeed AI Beginner 9mo ago
Complete Blueprint to land an IT Job as a Fresher | ft: @HR_Navin Life Lessons Podcast in Tamil
ML Fundamentals
Complete Blueprint to land an IT Job as a Fresher | ft: @HR_Navin Life Lessons Podcast in Tamil
AI Coach John (Tamil) Beginner 9mo ago
Catherine Ji  - Horizon Generalization in Reinforcement Learning
ML Fundamentals โšก AI Lesson
Catherine Ji - Horizon Generalization in Reinforcement Learning
Cohere Beginner 9mo ago
Inside Uber's Advanced AI and Machine Learning Platform
ML Fundamentals
Inside Uber's Advanced AI and Machine Learning Platform
MLOps.community Beginner 9mo ago
Whatโ€™s the Probability That Two Randomly Drawn Chords in a Circle Intersect?
ML Fundamentals โšก AI Lesson
Whatโ€™s the Probability That Two Randomly Drawn Chords in a Circle Intersect?
AI For Beginners Beginner 9mo ago
What is AI? Explain Simply with Examples | Artificial Intelligence, Machine Learning, Generative AI
ML Fundamentals
What is AI? Explain Simply with Examples | Artificial Intelligence, Machine Learning, Generative AI
Simple AI Class with Dr Linda Beginner 9mo ago
Sara Hooker - Research Mentorship Session
ML Fundamentals
Sara Hooker - Research Mentorship Session
Cohere Beginner 9mo ago
Nobel Laureate John Jumper: AI is Revolutionizing Scientific Discovery
ML Fundamentals
Nobel Laureate John Jumper: AI is Revolutionizing Scientific Discovery
Y Combinator Beginner 9mo ago
A torch.fx Based Compression Toolkit Empowered by torch_musa - Fan Mo, Moore Threads
ML Fundamentals
A torch.fx Based Compression Toolkit Empowered by torch_musa - Fan Mo, Moore Threads
PyTorch Beginner 9mo ago
Diving in Hugging Face Hub; Share Your Model Weights on the #1 AI Hub, Home of 700k+... Tiezhen Wang
ML Fundamentals
Diving in Hugging Face Hub; Share Your Model Weights on the #1 AI Hub, Home of 700k+... Tiezhen Wang
PyTorch Beginner 9mo ago
This Is How You Actually Learn AI and Machine learning
ML Fundamentals
This Is How You Actually Learn AI and Machine learning
Jean Lee Beginner 9mo ago
Reverse-engineering GGUF | Post-Training Quantization
ML Fundamentals
Reverse-engineering GGUF | Post-Training Quantization
Julia Turc Beginner 9mo ago
The AI Behind Netflixs Recommendations
ML Fundamentals
The AI Behind Netflixs Recommendations
AI Simplified Beginner 9mo ago
Stanford Seminar - Build less, design more (interactive systems)
ML Fundamentals
Stanford Seminar - Build less, design more (interactive systems)
Stanford Online Beginner 9mo ago
AI and machine learning pioneers - Summer 2025  #oxfordexperience #oxforduniversity
ML Fundamentals
AI and machine learning pioneers - Summer 2025 #oxfordexperience #oxforduniversity
Saรฏd Business School, University of Oxford Beginner 9mo ago
CPU Kernel Mode - Computerphile
ML Fundamentals โšก AI Lesson
CPU Kernel Mode - Computerphile
Computerphile Beginner 9mo ago
All Machine Learning Concepts Explained in 18 Minutes!
ML Fundamentals โšก AI Lesson
All Machine Learning Concepts Explained in 18 Minutes!
AI For Beginners Beginner 9mo ago
Hugging Face's open-sourced robots are now yours to own
ML Fundamentals
Hugging Face's open-sourced robots are now yours to own
TechCrunch Beginner 9mo ago
The Big Daddy of Infinite Integrals - Numberphile
ML Fundamentals
The Big Daddy of Infinite Integrals - Numberphile
Numberphile Beginner 9mo ago
3 to 1,000 Use Cases
ML Fundamentals โšก AI Lesson
3 to 1,000 Use Cases
MLOps.community Beginner 9mo ago
Feature Scaling vs Normalization in Machine Learning - Explained Simply!
ML Fundamentals
Feature Scaling vs Normalization in Machine Learning - Explained Simply!
Analytics Vidhya Beginner 9mo ago
๐Ÿ”ฅConfused Which AI Specialization to Choose? Watch This #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅConfused Which AI Specialization to Choose? Watch This #shorts #simplilearn
Simplilearn Beginner 9mo ago
Deep Learning Full Course 2026 | Deep Learning Tutorial for Beginners | Deep Learning | Simplilearn
ML Fundamentals
Deep Learning Full Course 2026 | Deep Learning Tutorial for Beginners | Deep Learning | Simplilearn
Simplilearn Beginner 9mo ago
Top 15 Generative AI Interview Questions and Answers | AI Interview Questions | Simplilearn
ML Fundamentals
Top 15 Generative AI Interview Questions and Answers | AI Interview Questions | Simplilearn
Simplilearn Beginner 9mo ago
Why I'm Learning Machine Learning on Coursera ๐Ÿค–
ML Fundamentals
Why I'm Learning Machine Learning on Coursera ๐Ÿค–
Coursera Beginner 9mo ago
What Is Bookkeeping? A Simple Guide to Getting Started
ML Fundamentals
What Is Bookkeeping? A Simple Guide to Getting Started
Coursera Beginner 9mo ago
ROC AUC Explained in 60 Seconds (No Jargon!)
ML Fundamentals โšก AI Lesson
ROC AUC Explained in 60 Seconds (No Jargon!)
Analytics Vidhya Beginner 9mo ago
Career Counseling: The Human Side of the Future of Work
ML Fundamentals
Career Counseling: The Human Side of the Future of Work
Coursera Beginner 9mo ago
๐Ÿ“Š How to Spot Outliers in 60 Seconds! (Data Science Hack!)
ML Fundamentals
๐Ÿ“Š How to Spot Outliers in 60 Seconds! (Data Science Hack!)
Analytics Vidhya Beginner 9mo ago
Gowthami Somepalli  - Secret Life of Noise  Understanding Diffusion Models
ML Fundamentals โšก AI Lesson
Gowthami Somepalli - Secret Life of Noise Understanding Diffusion Models
Cohere Beginner 9mo ago
Reinvent Your Career at 40: Steps to Success
ML Fundamentals
Reinvent Your Career at 40: Steps to Success
Coursera Beginner 9mo ago
Sara Hooker - The slow death of scaling and what comes next (Khipu 2025)
ML Fundamentals
Sara Hooker - The slow death of scaling and what comes next (Khipu 2025)
Cohere Beginner 9mo ago
Cross-Validation in ML Explained in 60 Seconds!
ML Fundamentals โšก AI Lesson
Cross-Validation in ML Explained in 60 Seconds!
Analytics Vidhya Beginner 9mo ago
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Interpretable Machine Learning Applications: Part 4
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Applied Text Mining in Python
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Electric Motor Modeling and Control
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