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
Data Scientist Roadmap
ML Fundamentals
Data Scientist Roadmap
Coursera Intermediate 4mo ago
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
ML Fundamentals
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
Simplilearn Beginner 4mo ago
Bad Bot Problem - Computerphile
ML Fundamentals ⚡ AI Lesson
Bad Bot Problem - Computerphile
Computerphile Beginner 4mo ago
The Hidden Challenge Behind Scaling AI
ML Fundamentals
The Hidden Challenge Behind Scaling AI
Equinix Beginner 4mo ago
OPTIMIZERS EXPLAINED
ML Fundamentals
OPTIMIZERS EXPLAINED
Build AI with Sandeep Advanced 4mo ago
L'Équation à 28 Milliards qui a Détruit l'Analyse Technique
ML Fundamentals
L'Équation à 28 Milliards qui a Détruit l'Analyse Technique
FrenchQuant Beginner 4mo ago
Episode 1: Make a confident career pivot with this 3-step framework
ML Fundamentals
Episode 1: Make a confident career pivot with this 3-step framework
Saïd Business School, University of Oxford Intermediate 4mo ago
Top 3 ChatGPT Prompts Everyone Must Know In 2026 | #shorts | #simplilearn
ML Fundamentals
Top 3 ChatGPT Prompts Everyone Must Know In 2026 | #shorts | #simplilearn
Simplilearn Advanced 4mo ago
Pass the APTITUDE TEST: Questions, Answers, Tips, Tricks, and Hacks
ML Fundamentals
Pass the APTITUDE TEST: Questions, Answers, Tips, Tricks, and Hacks
Online Training for Everyone Intermediate 4mo ago
The #1 Skill We Look for When Hiring AI Engineers
ML Fundamentals ⚡ AI Lesson
The #1 Skill We Look for When Hiring AI Engineers
codebasics Intermediate 4mo ago
How I'd Become a Data Scientist in 2026 (Starting From Zero)
ML Fundamentals
How I'd Become a Data Scientist in 2026 (Starting From Zero)
Tech Classes Beginner 4mo ago
Why Betting Against Open Source is a "Bad Bet"
ML Fundamentals
Why Betting Against Open Source is a "Bad Bet"
DeepLearningAI Beginner 4mo ago
How AI Actually Works (No CS Degree Required)
ML Fundamentals
How AI Actually Works (No CS Degree Required)
Context Window Beginner 4mo ago
How to Master AI in 30 Days – Beginner to Pro
ML Fundamentals
How to Master AI in 30 Days – Beginner to Pro
The iScale Beginner 4mo ago
#Palmistry - Star on Finger Tips Or Head and Heart Line combined with each other in Hand (English)
ML Fundamentals
#Palmistry - Star on Finger Tips Or Head and Heart Line combined with each other in Hand (English)
MLAstroGuitar Beginner 4mo ago
What is Classification in Machine Learning
ML Fundamentals
What is Classification in Machine Learning
codehubgenius Beginner 4mo ago
Inside the $100B Data Center Play
ML Fundamentals
Inside the $100B Data Center Play
The Information Intermediate 4mo ago
How Self-Driving Technology Completely Changed
ML Fundamentals
How Self-Driving Technology Completely Changed
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 4mo ago
PyTorch Crash Course:  Deep Learning in Python
ML Fundamentals ⚡ AI Lesson
PyTorch Crash Course: Deep Learning in Python
NeuralNine Beginner 4mo ago
Decision Tree Machine Learning Explained Simply
ML Fundamentals
Decision Tree Machine Learning Explained Simply
Coursera Intermediate 4mo ago
The first transcription model with prompts
ML Fundamentals ⚡ AI Lesson
The first transcription model with prompts
Simon Willison (underfitted) Beginner 4mo ago
Overfitting and Underfitting | Bias-Variance Tradeoff | Machine Learning Fundamentals
ML Fundamentals
Overfitting and Underfitting | Bias-Variance Tradeoff | Machine Learning Fundamentals
AnuTech-CH Beginner 4mo ago
AI vs Machine Learning vs Deep Learning — Explained Visually in 2 Minutes
ML Fundamentals
AI vs Machine Learning vs Deep Learning — Explained Visually in 2 Minutes
AI Tutorial with Fatimah Gondal Beginner 4mo ago
My Neural network intent guessing program and what it has to do with AI
ML Fundamentals
My Neural network intent guessing program and what it has to do with AI
zach endrulat Intermediate 4mo ago
Master Machine Learning And Generative Ai Using Python #shorts #ai #genai #ml #coding #learning
ML Fundamentals ⚡ AI Lesson
Master Machine Learning And Generative Ai Using Python #shorts #ai #genai #ml #coding #learning
WebKnower Beginner 4mo ago
Regression explained in Machine Learning
ML Fundamentals
Regression explained in Machine Learning
codehubgenius Beginner 4mo ago
Lec 05. Architectures: Graphs
ML Fundamentals
Lec 05. Architectures: Graphs
MIT OpenCourseWare Beginner 4mo ago
Lec 09. Hacker's Guide to Deep Learning
ML Fundamentals
Lec 09. Hacker's Guide to Deep Learning
MIT OpenCourseWare Beginner 4mo ago
Using Bots to Find Bugs in Games with Snowcap
ML Fundamentals
Using Bots to Find Bugs in Games with Snowcap
AI and Games Beginner 4mo ago
Learn Clawbot from Scratch #openclaw  #tech  #ai #techwithmayank
ML Fundamentals
Learn Clawbot from Scratch #openclaw #tech #ai #techwithmayank
Mayank Aggarwal Beginner 4mo ago
Ai and Machine Learning Basics To Advanced #shorts #coding #ai #machinelearning #tutorial #python
ML Fundamentals
Ai and Machine Learning Basics To Advanced #shorts #coding #ai #machinelearning #tutorial #python
WebKnower Beginner 4mo ago
Digital Signal Processing With Audio Data - Computerphile
ML Fundamentals ⚡ AI Lesson
Digital Signal Processing With Audio Data - Computerphile
Computerphile Intermediate 4mo ago
How Computers Learn Like Mimicry Artists! 🎭
ML Fundamentals
How Computers Learn Like Mimicry Artists! 🎭
Arivi by HCL GUVI Beginner 4mo ago
Intro to ML with ML.NET
ML Fundamentals
Intro to ML with ML.NET
Zee Beginner 4mo ago
Probabilité implicite sous la mesure risque-neutre 2ème short
ML Fundamentals
Probabilité implicite sous la mesure risque-neutre 2ème short
FrenchQuant Beginner 4mo ago
CLIP - Explained!
ML Fundamentals ⚡ AI Lesson
CLIP - Explained!
CodeEmporium Advanced 4mo ago
Every CAPTCHA You Solve Feeds AI #captcha #ai #shocking
ML Fundamentals
Every CAPTCHA You Solve Feeds AI #captcha #ai #shocking
Tech Moments Beginner 4mo ago
Top AI Jobs That Will Dominate in 2026 | High-Paying AI Careers | #Shorts | #Simplilearn
ML Fundamentals
Top AI Jobs That Will Dominate in 2026 | High-Paying AI Careers | #Shorts | #Simplilearn
Simplilearn Intermediate 4mo ago
Why People Skills Matter at Work (And How to Improve Them)
ML Fundamentals
Why People Skills Matter at Work (And How to Improve Them)
Coursera Intermediate 4mo ago
Lec 02. How to Train a Neural Net
ML Fundamentals
Lec 02. How to Train a Neural Net
MIT OpenCourseWare Beginner 4mo ago
Lec 17. Generalization: Out-of-Distribution (OOD)
ML Fundamentals
Lec 17. Generalization: Out-of-Distribution (OOD)
MIT OpenCourseWare Beginner 4mo ago
Lec 01. Introduction to Deep Learning
ML Fundamentals
Lec 01. Introduction to Deep Learning
MIT OpenCourseWare Beginner 4mo ago
Lec 20. Scaling Laws
ML Fundamentals ⚡ AI Lesson
Lec 20. Scaling Laws
MIT OpenCourseWare Beginner 4mo ago
Lec 13. Representation Learning: Theory
ML Fundamentals
Lec 13. Representation Learning: Theory
MIT OpenCourseWare Beginner 4mo ago
Lec 03. Approximation Theory
ML Fundamentals ⚡ AI Lesson
Lec 03. Approximation Theory
MIT OpenCourseWare Beginner 4mo ago
Lec 23. Metrized Deep Learning
ML Fundamentals ⚡ AI Lesson
Lec 23. Metrized Deep Learning
MIT OpenCourseWare Advanced 4mo ago
Lec 07. Scaling Rules for Optimization
ML Fundamentals
Lec 07. Scaling Rules for Optimization
MIT OpenCourseWare Beginner 4mo ago
Lec 06. Generalization Theory
ML Fundamentals
Lec 06. Generalization Theory
MIT OpenCourseWare Beginner 4mo ago
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