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
QR Decomposition is Just Gram-Schmidt with Receipts
ML Fundamentals
QR Decomposition is Just Gram-Schmidt with Receipts
DataMListic Beginner 1d ago
The Exponential Distribution - Why the Bus Is Never Overdue
ML Fundamentals
The Exponential Distribution - Why the Bus Is Never Overdue
DataMListic Beginner 2d ago
We just figured out how AI actually works (J-Space)
ML Fundamentals
We just figured out how AI actually works (J-Space)
Matthew Berman Advanced 1w ago
How Brain Organoids Model SYNGAP1 in Autism
ML Fundamentals
How Brain Organoids Model SYNGAP1 in Autism
University of California Television (UCTV) Intermediate 1w ago
Reinforcement Learning : Agent, Environment, Action, Reward, Policy Simply Explained
ML Fundamentals
Reinforcement Learning : Agent, Environment, Action, Reward, Policy Simply Explained
codehubgenius Beginner 1w ago
1. Overview of Artificial Intelligence | What is AI? Fundamental Concepts  & Complete History of AI
ML Fundamentals
1. Overview of Artificial Intelligence | What is AI? Fundamental Concepts & Complete History of AI
Professor Rahul Jain Beginner 2w ago
2. Artificial Intelligence (AI) Explained | AI Problems, AI Techniques & Real-World Applications
ML Fundamentals
2. Artificial Intelligence (AI) Explained | AI Problems, AI Techniques & Real-World Applications
Professor Rahul Jain Beginner 2w ago
Dropout in Deep Learning
ML Fundamentals
Dropout in Deep Learning
AnuTech-CH Beginner 2w ago
Huawei Ascend 910C Explained in 50 Seconds | China's Powerful New AI Chip 🇨🇳🤖
ML Fundamentals
Huawei Ascend 910C Explained in 50 Seconds | China's Powerful New AI Chip 🇨🇳🤖
Learn with Fatimah Gondal Beginner 2w ago
6 AI Chips Explained | CPU vs GPU vs TPU vs NPU
ML Fundamentals
6 AI Chips Explained | CPU vs GPU vs TPU vs NPU
Rakesh Gohel Beginner 2w ago
Is Python Dead in 2026?| Truth About Python in AI Era | 90 Days Roadmap  @FameWorldEducationalHub
ML Fundamentals
Is Python Dead in 2026?| Truth About Python in AI Era | 90 Days Roadmap @FameWorldEducationalHub
FAME WORLD EDUCATIONAL HUB Beginner 2w ago
Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis
ML Fundamentals
Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis
Sequoia Capital Advanced 2w ago
The reason most students never get a job ready? They keep learning without a roadmap.
ML Fundamentals
The reason most students never get a job ready? They keep learning without a roadmap.
Error Makes Clever Beginner 2w ago
Machine Learning Project for Final Year Students | ML Project Idea @FameWorldEducationalHub
ML Fundamentals
Machine Learning Project for Final Year Students | ML Project Idea @FameWorldEducationalHub
FAME WORLD EDUCATIONAL HUB Beginner 2w ago
Learn Deep Learning by Hand (Beginner's Guide - Part 1)
ML Fundamentals
Learn Deep Learning by Hand (Beginner's Guide - Part 1)
Thu Vu Beginner 2w ago
Warning - Dynamic Project
ML Fundamentals
Warning - Dynamic Project
Dimitri Bianco Beginner 2w ago
Don't Learn AI Engineering the Wrong Way
ML Fundamentals
Don't Learn AI Engineering the Wrong Way
Tech With Tim Advanced 2w ago
🚀 B.Tech Biomedical Engineering + AI: Top Career Paths Transforming!
ML Fundamentals
🚀 B.Tech Biomedical Engineering + AI: Top Career Paths Transforming!
AI Tech Gyan Beginner 2w ago
Project - AI Personal Finance Advisor Using Python #ai #finance #personal #advisor #python #code
11:35
ML Fundamentals
Project - AI Personal Finance Advisor Using Python #ai #finance #personal #advisor #python #code
MLAstroGuitar Beginner 2w ago
How to Open SGY Files (SEG Y Seismic Data)
ML Fundamentals
How to Open SGY Files (SEG Y Seismic Data)
File Extension Geeks Beginner 2w ago
Artificial Intelligence Full Course | AI Tutorial For Beginners | AI Course | #Shorts | #Simplilearn
ML Fundamentals
Artificial Intelligence Full Course | AI Tutorial For Beginners | AI Course | #Shorts | #Simplilearn
Simplilearn Beginner 2w ago
Machine Learning vs Deep Learning 2026 | ML vs DL Key Differences Explained | #Shorts | #Simplilearn
ML Fundamentals
Machine Learning vs Deep Learning 2026 | ML vs DL Key Differences Explained | #Shorts | #Simplilearn
Simplilearn Beginner 2w ago
Learn Machine Learning Full Course Free | Machine Learning Course 2026 | Intellipaat
ML Fundamentals
Learn Machine Learning Full Course Free | Machine Learning Course 2026 | Intellipaat
Intellipaat Beginner 2w ago
This Chip Works Without Cooling — A New Era of Computing
ML Fundamentals
This Chip Works Without Cooling — A New Era of Computing
AI Study Hub Advanced 2w ago
Seconds Save Lives: The Power of AI in Cardiac Care ⏱️❤️
ML Fundamentals
Seconds Save Lives: The Power of AI in Cardiac Care ⏱️❤️
AI Tech Gyan Beginner 2w ago
Designing Machine Learning Systems | Chapter 5: Feature Engineering
ML Fundamentals
Designing Machine Learning Systems | Chapter 5: Feature Engineering
onepagecode Beginner 2w ago
Machine Learning Full Course Free | Complete Machine Learning Course 2026 | Intellipaat
ML Fundamentals
Machine Learning Full Course Free | Complete Machine Learning Course 2026 | Intellipaat
Intellipaat Beginner 2w ago
How to Choose the Right Machine Learning Algorithm? | Regression, Classification & Clustering
ML Fundamentals
How to Choose the Right Machine Learning Algorithm? | Regression, Classification & Clustering
Beyond the Null Beginner 2w ago
Git Crash Course - Full Tutorial For Beginners
ML Fundamentals
Git Crash Course - Full Tutorial For Beginners
NeuralNine Beginner 2w ago
Loop Engineering explained in 20 mins.
ML Fundamentals
Loop Engineering explained in 20 mins.
Mayank Aggarwal Intermediate 2w ago
Overfitting and Regularization in Deep Learning
ML Fundamentals
Overfitting and Regularization in Deep Learning
AnuTech-CH Beginner 3w ago
Multi-Head Attention Tensor Shapes
ML Fundamentals
Multi-Head Attention Tensor Shapes
DataMListic Beginner 4d ago
Batch Norm vs Layer Norm - Explained
ML Fundamentals
Batch Norm vs Layer Norm - Explained
DataMListic Beginner 1w ago
Standard Error vs Standard Deviation - Explained
ML Fundamentals
Standard Error vs Standard Deviation - Explained
DataMListic Beginner 1w ago
The Equation That Solves Itself
ML Fundamentals
The Equation That Solves Itself
DataMListic Beginner 2w ago
4. Problem Formulation in AI | Production Systems, Control Strategies & Problem Characteristics
ML Fundamentals
4. Problem Formulation in AI | Production Systems, Control Strategies & Problem Characteristics
Professor Rahul Jain Beginner 2w ago
Bayesian Linear Regression: A Distribution Over Lines
ML Fundamentals
Bayesian Linear Regression: A Distribution Over Lines
DataMListic Beginner 2w ago
HyperLogLog: Count Billions in 1.5 Kilobytes
ML Fundamentals
HyperLogLog: Count Billions in 1.5 Kilobytes
DataMListic Intermediate 2w ago
A Deep Net Without Activations Is One Layer
ML Fundamentals
A Deep Net Without Activations Is One Layer
DataMListic Beginner 2w ago
Huffman Coding: Greedy Merging Hits the Entropy Floor
ML Fundamentals
Huffman Coding: Greedy Merging Hits the Entropy Floor
DataMListic Intermediate 2w ago
More Trees Won't Fix Your Random Forest
ML Fundamentals
More Trees Won't Fix Your Random Forest
DataMListic Beginner 2w ago
K-Nearest Neighbors is Just a Majority Vote
ML Fundamentals
K-Nearest Neighbors is Just a Majority Vote
DataMListic Beginner 2w ago
Deep Learning in 20 seconds @FameWorldEducationalHub #deeplearning
ML Fundamentals
Deep Learning in 20 seconds @FameWorldEducationalHub #deeplearning
FAME WORLD EDUCATIONAL HUB Beginner 2w ago
Every Machine Learning Model Explained in 20 Mins | Popular Machine Learning Algorithms |Intellipaat
ML Fundamentals
Every Machine Learning Model Explained in 20 Mins | Popular Machine Learning Algorithms |Intellipaat
Intellipaat Advanced 2w ago
Word2Vec — How Words Became Vectors
ML Fundamentals
Word2Vec — How Words Became Vectors
DataMListic Beginner 2w ago
Machine Learning Project Ideas for your Resume | ML Projects for Beginners to get HIRED |Intellipaat
ML Fundamentals
Machine Learning Project Ideas for your Resume | ML Projects for Beginners to get HIRED |Intellipaat
Intellipaat Beginner 3w ago
Top Machine Learning Courses 2026 | Best Machine Learning Courses To Learn  | #Shorts | #Simplilearn
ML Fundamentals
Top Machine Learning Courses 2026 | Best Machine Learning Courses To Learn | #Shorts | #Simplilearn
Simplilearn Beginner 3w ago
The Top 10 Most In-Demand AI Skills in 2026 | Intellipaat
ML Fundamentals
The Top 10 Most In-Demand AI Skills in 2026 | Intellipaat
Intellipaat Beginner 3w ago
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