Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — 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
Educating Tomorrow’s Lawyers in the AI Era
ML Fundamentals
Educating Tomorrow’s Lawyers in the AI Era
University of St. Thomas | Minnesota Beginner 2mo ago
The Evolution of AI in 60 Seconds | From Rules to Agents | AI Series Part 02
ML Fundamentals
The Evolution of AI in 60 Seconds | From Rules to Agents | AI Series Part 02
Robin Mathew Beginner 2mo ago
Deep Learning: When AI Began to See | The Turning Point | Series Part 11
ML Fundamentals
Deep Learning: When AI Began to See | The Turning Point | Series Part 11
Robin Mathew Beginner 2mo ago
CS50 2D - Lecture 4 - Super Mario Bros.
ML Fundamentals
CS50 2D - Lecture 4 - Super Mario Bros.
CS50 Beginner 2mo ago
Word2Vec Embedding | Detailed Explanation with Maths | Skip Gram | CBOW | Negative Sampling
ML Fundamentals
Word2Vec Embedding | Detailed Explanation with Maths | Skip Gram | CBOW | Negative Sampling
RoboSathi Beginner 2mo ago
Sentence BERT (SBERT) | Siamese Network | Pooling Strategy | Detailed Explanation
ML Fundamentals
Sentence BERT (SBERT) | Siamese Network | Pooling Strategy | Detailed Explanation
RoboSathi Beginner 2mo ago
What is a Neural Network in Deep Learning?
ML Fundamentals
What is a Neural Network in Deep Learning?
codehubgenius Beginner 2mo ago
Free Machine Learning Course With Certificate | Machine Learning With Python [FREE] | Simplilearn
ML Fundamentals
Free Machine Learning Course With Certificate | Machine Learning With Python [FREE] | Simplilearn
Simplilearn Beginner 2mo ago
CS50 2D - Lecture 3 - Match 3
ML Fundamentals
CS50 2D - Lecture 3 - Match 3
CS50 Beginner 2mo ago
Design an App with What is Google Stitch? | Google Stitch Explained  | #Shorts
ML Fundamentals
Design an App with What is Google Stitch? | Google Stitch Explained | #Shorts
Simplilearn Beginner 2mo ago
Design your AI evals
ML Fundamentals
Design your AI evals
Chrome for Developers Intermediate 2mo ago
When AI Starts to Think for Itself: What Leaders Need to Know
ML Fundamentals
When AI Starts to Think for Itself: What Leaders Need to Know
INSEAD Advanced 2mo ago
#Palmistry - Which Sun line gives bad result in Hand (English) Sun Line & Marks Or Sign #sun #line
ML Fundamentals
#Palmistry - Which Sun line gives bad result in Hand (English) Sun Line & Marks Or Sign #sun #line
MLAstroGuitar Beginner 2mo ago
What Does a Neural Network Actually Learn? The Math Behind It (Simply Explained)
ML Fundamentals
What Does a Neural Network Actually Learn? The Math Behind It (Simply Explained)
Devs in Progress Beginner 2mo ago
Introducing 8th Generation TPUs: Purpose-Built for the Agentic Era
ML Fundamentals
Introducing 8th Generation TPUs: Purpose-Built for the Agentic Era
Google Cloud Advanced 2mo ago
AI Engineer Roadmap for Software Engineers
ML Fundamentals
AI Engineer Roadmap for Software Engineers
codebasics Beginner 2mo ago
Software engineering at the tipping point
ML Fundamentals
Software engineering at the tipping point
Google for Developers Beginner 2mo ago
Build core skills to thrive as an AI-era developer
ML Fundamentals
Build core skills to thrive as an AI-era developer
Google for Developers Beginner 2mo ago
Calculus | Maha Revision | Mathematics | NEB 12 by Amit Sedhain
ML Fundamentals
Calculus | Maha Revision | Mathematics | NEB 12 by Amit Sedhain
Ambition Guru Advanced 2mo ago
J'ai backtesté la stratégie qui vend de la volatilité Sharpe 1.61
ML Fundamentals
J'ai backtesté la stratégie qui vend de la volatilité Sharpe 1.61
FrenchQuant Beginner 2mo ago
Your mental model for AI testing: evals, LLM judges, and test layering
ML Fundamentals
Your mental model for AI testing: evals, LLM judges, and test layering
Chrome for Developers Intermediate 2mo ago
Introduction to Deep Learning | What is Deep Learning?
ML Fundamentals
Introduction to Deep Learning | What is Deep Learning?
codehubgenius Beginner 2mo ago
1. Introduction to Generative AI | Generative AI vs Discriminative AI | Core Concepts Explained
ML Fundamentals
1. Introduction to Generative AI | Generative AI vs Discriminative AI | Core Concepts Explained
Professor Rahul Jain Beginner 2mo ago
Lightning Talk: Deep Learning in the Wild: Embedded PyTorch for... Taraqur Rahman & Owen O'Donnell
ML Fundamentals
Lightning Talk: Deep Learning in the Wild: Embedded PyTorch for... Taraqur Rahman & Owen O'Donnell
PyTorch Intermediate 2mo ago
How to Better Regulate Your Emotions | Dr. Marc Brackett
ML Fundamentals
How to Better Regulate Your Emotions | Dr. Marc Brackett
Andrew Huberman Intermediate 2mo ago
Unsupervised Learning | Clustering, Dimensionality reduction, Case Study | Full Chapter 5(3 Lessons)
ML Fundamentals
Unsupervised Learning | Clustering, Dimensionality reduction, Case Study | Full Chapter 5(3 Lessons)
Practical AI Pro Beginner 2mo ago
Project - AI Mental Health Therapist Chatbot with Python and Visualization #mental #health #chatbot
ML Fundamentals
Project - AI Mental Health Therapist Chatbot with Python and Visualization #mental #health #chatbot
MLAstroGuitar Beginner 2mo ago
Case Study : Customer segmentation in marketing | Unsupervised Learning | Ch 5 – Pt 3
ML Fundamentals
Case Study : Customer segmentation in marketing | Unsupervised Learning | Ch 5 – Pt 3
Practical AI Pro Beginner 2mo ago
Who Will Replace Linus Torvalds #shorts #linux #programming #knowledge
ML Fundamentals
Who Will Replace Linus Torvalds #shorts #linux #programming #knowledge
WebKnower Intermediate 2mo ago
Episode 1: Neural Networks - Pivoting to AI Engineering in 2026
ML Fundamentals
Episode 1: Neural Networks - Pivoting to AI Engineering in 2026
Devs in Progress Beginner 2mo ago
We Asked Syracuse Students: What Class Changed How You See the World?
ML Fundamentals
We Asked Syracuse Students: What Class Changed How You See the World?
Syracuse University Intermediate 2mo ago
Linus Torvalds Reveals His Biggest Weakness #shorts #linux #programming #knowledge
ML Fundamentals
Linus Torvalds Reveals His Biggest Weakness #shorts #linux #programming #knowledge
WebKnower Intermediate 2mo ago
FastText Embedding for Rare (OOV) Words | Explained with Example | FastText Vs GloVe Vs Word2Vec
ML Fundamentals
FastText Embedding for Rare (OOV) Words | Explained with Example | FastText Vs GloVe Vs Word2Vec
RoboSathi Beginner 2mo ago
What are Tokens in LLM  ? | How tokenization works ? |  Byte Pair Encoding | Detailed Explanation
ML Fundamentals
What are Tokens in LLM ? | How tokenization works ? | Byte Pair Encoding | Detailed Explanation
RoboSathi Beginner 2mo ago
The 4 Classic ML Wins That Quietly Changed Everything | AI Series Part 10
ML Fundamentals
The 4 Classic ML Wins That Quietly Changed Everything | AI Series Part 10
Robin Mathew Beginner 2mo ago
Pattern Recognition: The Real Foundation of AI | AI Series Part 9
ML Fundamentals
Pattern Recognition: The Real Foundation of AI | AI Series Part 9
Robin Mathew Beginner 2mo ago
Machine Learning Engineer Skills | How To Become A Machine Learning Engineer | #Shorts #Simplilearn
ML Fundamentals
Machine Learning Engineer Skills | How To Become A Machine Learning Engineer | #Shorts #Simplilearn
Simplilearn Intermediate 2mo ago
CS50 2D - Lecture 2 - Breakout
ML Fundamentals
CS50 2D - Lecture 2 - Breakout
CS50 Beginner 2mo ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
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ML Fundamentals
Prompt Engineer Salary 2026 | How Much Do Prompt Engineers Earn In 2026 | #Shorts | #Simplilearn
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ML Fundamentals
AI Machine Learning Engineer Full Course 2026 | AI And Machine Learning Tutorial | Simplilearn
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ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
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ML Fundamentals
Top 5 AI Voice Generators 2026 | Best AI Voice Generators In 2026 | #Shorts #simplilearn
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Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
Simplilearn Beginner 2mo ago
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ML Fundamentals
How AI Is Creating High-Paying Careers | Top High Paying AI Careers In 2026 | #Short | #Simplilearn
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Top 10 Free AI Tools From Google | Best Free Google AI Tools You Must Try | #Shorts | #Simplilearn
ML Fundamentals
Top 10 Free AI Tools From Google | Best Free Google AI Tools You Must Try | #Shorts | #Simplilearn
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Top 3 Agentic AI Jobs In 2026 | The Highest Paid Agentic AI Jobs In 2026 | #Shorts | #Simplilearn
ML Fundamentals
Top 3 Agentic AI Jobs In 2026 | The Highest Paid Agentic AI Jobs In 2026 | #Shorts | #Simplilearn
Simplilearn Advanced 2mo ago
It’s always back to Day 1 with no syntax errors.
ML Fundamentals
It’s always back to Day 1 with no syntax errors.
Google for Developers Intermediate 2mo ago
📚 Continue on Coursera External links · Free to audit
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Data Science & Machine Learning Fundamentals
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Data Science & Machine Learning Fundamentals
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Deep Learning in Electronic Health Records
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Self-paced
Deep Learning in Electronic Health Records
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Managing Machine Learning Models
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Self-paced
Managing Machine Learning Models
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Intelligent Features & Architecture in iOS Development
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Self-paced
Intelligent Features & Architecture in iOS Development
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Model Thinking
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Self-paced
Model Thinking
Opens on Coursera ↗
Python Basics: Create a Guessing Number Game from Scratch
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Self-paced
Python Basics: Create a Guessing Number Game from Scratch
Opens on Coursera ↗