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
Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning
ML Fundamentals
Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning
Stanford Online Beginner 6mo ago
Workslop: How AI Shortcuts Are Killing Team Trust
ML Fundamentals
Workslop: How AI Shortcuts Are Killing Team Trust
Analytics Vidhya Intermediate 6mo ago
AI Learns to Sumo Wrestle (deep reinforcement learning)
ML Fundamentals ⚡ AI Lesson
AI Learns to Sumo Wrestle (deep reinforcement learning)
AI Warehouse Beginner 6mo ago
Stanford Webinar - From Pixels to Human Impact: Unlocking Real-World Value with Computer Vision
ML Fundamentals
Stanford Webinar - From Pixels to Human Impact: Unlocking Real-World Value with Computer Vision
Stanford Online Advanced 6mo ago
Unitree G1 Security Disaster
ML Fundamentals ⚡ AI Lesson
Unitree G1 Security Disaster
Sentdex Beginner 6mo ago
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
ML Fundamentals
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
Coursera Beginner 6mo ago
Not Getting Data Science Jobs? | New Era Begins
ML Fundamentals
Not Getting Data Science Jobs? | New Era Begins
GeeksforGeeks Intermediate 6mo ago
Pointwise Convolutions - EXPLAINED (with code)
ML Fundamentals ⚡ AI Lesson
Pointwise Convolutions - EXPLAINED (with code)
CodeEmporium Advanced 6mo ago
MCP vs RAG Explained in Tamil: What’s the Difference in Simple Terms? | Karthik's Show
ML Fundamentals ⚡ AI Lesson
MCP vs RAG Explained in Tamil: What’s the Difference in Simple Terms? | Karthik's Show
Karthik's Show Beginner 6mo ago
🤯 ML Beginners, STOP! The 3 Mistakes That Will Destroy Your Career! 🚀
ML Fundamentals
🤯 ML Beginners, STOP! The 3 Mistakes That Will Destroy Your Career! 🚀
Analytics Vidhya Beginner 6mo ago
🔥Generative AI Engineer Salary in 2026 | How Much Do Gen AI Experts Earn? #Shorts  #simplilearn
ML Fundamentals
🔥Generative AI Engineer Salary in 2026 | How Much Do Gen AI Experts Earn? #Shorts #simplilearn
Simplilearn Beginner 6mo ago
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
ML Fundamentals
How to Evaluate Classification Models | Confusion Matrix & AUC Analysis
Coursera Beginner 6mo ago
Do you know the Role of Algorithms in Automation? (Explained with Real Examples)
ML Fundamentals
Do you know the Role of Algorithms in Automation? (Explained with Real Examples)
flowindata Beginner 7mo ago
2016502858579884466176 - Numberphile
ML Fundamentals
2016502858579884466176 - Numberphile
Numberphile Beginner 7mo ago
🔥Machine Learning Engineer Salary : What You Can Earn  #shorts #simplilearn
ML Fundamentals
🔥Machine Learning Engineer Salary : What You Can Earn #shorts #simplilearn
Simplilearn Beginner 7mo ago
Will AI Replace Your Job? Here’s the Truth #FutureOfWork  #AIJobs #Workplace #Automation #AIFuture
ML Fundamentals
Will AI Replace Your Job? Here’s the Truth #FutureOfWork #AIJobs #Workplace #Automation #AIFuture
Data Science Dojo Advanced 7mo ago
Metaflow Office Hours - Scienta Lab
ML Fundamentals ⚡ AI Lesson
Metaflow Office Hours - Scienta Lab
Outerbounds Intermediate 7mo ago
Deconvolution - what do networks learn? (visualization + code)
ML Fundamentals ⚡ AI Lesson
Deconvolution - what do networks learn? (visualization + code)
CodeEmporium Advanced 7mo ago
Quantum AI Explained in Tamil | The Future of Artificial Intelligence | Karthik's Show
ML Fundamentals ⚡ AI Lesson
Quantum AI Explained in Tamil | The Future of Artificial Intelligence | Karthik's Show
Karthik's Show Beginner 7mo ago
Tech Workers Will Now Face The $100K H-1B Shock
ML Fundamentals
Tech Workers Will Now Face The $100K H-1B Shock
Jean Lee Beginner 7mo ago
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
ML Fundamentals
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
DS-AI with Khanh Vy Intermediate 7mo ago
🔥 Machine Learning Types Explained Simply in Tamil
ML Fundamentals
🔥 Machine Learning Types Explained Simply in Tamil
AI Coach John (Tamil) Beginner 7mo ago
Rehana Al Soltane - Education in the Age of AI
ML Fundamentals ⚡ AI Lesson
Rehana Al Soltane - Education in the Age of AI
Cohere Beginner 7mo ago
How you can SAVE A LOT OF TIME with Pre-trained models
ML Fundamentals ⚡ AI Lesson
How you can SAVE A LOT OF TIME with Pre-trained models
DataCamp Advanced 7mo ago
HyperLogLog Hit Counter - Computerphile
ML Fundamentals ⚡ AI Lesson
HyperLogLog Hit Counter - Computerphile
Computerphile Beginner 7mo ago
Learn PINNs (AI Neural Network) in 8 Minutes 🤯 | Must for All Engineers.
ML Fundamentals
Learn PINNs (AI Neural Network) in 8 Minutes 🤯 | Must for All Engineers.
Arivi by HCL GUVI Beginner 7mo ago
Inference Office Hours - Dynamo on Kubernetes
ML Fundamentals
Inference Office Hours - Dynamo on Kubernetes
NVIDIA Developer Intermediate 7mo ago
Why synthetic data isn’t enough
ML Fundamentals
Why synthetic data isn’t enough
Weights & Biases Advanced 7mo ago
AI Governance at Breaking Point
ML Fundamentals ⚡ AI Lesson
AI Governance at Breaking Point
MLOps.community Beginner 7mo ago
Machine Learning models are HERE TO STAY
ML Fundamentals ⚡ AI Lesson
Machine Learning models are HERE TO STAY
DataCamp Advanced 7mo ago
How to solve any maze
ML Fundamentals ⚡ AI Lesson
How to solve any maze
Veritasium Intermediate 7mo ago
Supervised Machine Learning Explained in 30 secs🤔
ML Fundamentals
Supervised Machine Learning Explained in 30 secs🤔
AI Coach John (Tamil) Beginner 7mo ago
AI Explained How AI Thinks and Makes Decisions
ML Fundamentals ⚡ AI Lesson
AI Explained How AI Thinks and Makes Decisions
WealthEducation Beginner 7mo ago
Data Science for Self-Driving Cars AI Explained
ML Fundamentals
Data Science for Self-Driving Cars AI Explained
WealthEducation Beginner 7mo ago
Object Detection from Scratch in Tamil | No-Code Deep Learning Tutorial  @AI_with_Thiru
ML Fundamentals
Object Detection from Scratch in Tamil | No-Code Deep Learning Tutorial @AI_with_Thiru
Arivi by HCL GUVI Beginner 7mo ago
Remote Work Isn't Dead - It's Thriving in THESE Fields
ML Fundamentals
Remote Work Isn't Dead - It's Thriving in THESE Fields
Coursera Intermediate 7mo ago
Stop Fighting Return-to-Office If You Work in THESE Fields
ML Fundamentals
Stop Fighting Return-to-Office If You Work in THESE Fields
Coursera Intermediate 7mo ago
PCA Explained in Simple Words | Machine Learning Made Easy
ML Fundamentals ⚡ AI Lesson
PCA Explained in Simple Words | Machine Learning Made Easy
Analytics Vidhya Beginner 7mo ago
🔥Salary of a Machine Learning Engineer | How Much Can You Earn in ML? #shorts #simplilearn
ML Fundamentals
🔥Salary of a Machine Learning Engineer | How Much Can You Earn in ML? #shorts #simplilearn
Simplilearn Beginner 7mo ago
TensorFlow Full Course 2026 | TensorFlow Tutorial for Beginners | TensorFlow Course| Simplilearn
ML Fundamentals
TensorFlow Full Course 2026 | TensorFlow Tutorial for Beginners | TensorFlow Course| Simplilearn
Simplilearn Beginner 7mo ago
The AI REVOLUTION has TAKEN US by STORM
ML Fundamentals ⚡ AI Lesson
The AI REVOLUTION has TAKEN US by STORM
DataCamp Advanced 7mo ago
The SURPRISING POWER of PRIVATE DATA Revealed
ML Fundamentals ⚡ AI Lesson
The SURPRISING POWER of PRIVATE DATA Revealed
DataCamp Advanced 7mo ago
3 Office Skills Nobody Teaches You 💼
ML Fundamentals
3 Office Skills Nobody Teaches You 💼
Coursera Beginner 7mo ago
🤯 Is Your AI Cheating?! What is Dropout & Why You Need It! 🚀
ML Fundamentals
🤯 Is Your AI Cheating?! What is Dropout & Why You Need It! 🚀
Analytics Vidhya Beginner 7mo ago
Is Tech Your Dream Career? Watch This! 💻
ML Fundamentals
Is Tech Your Dream Career? Watch This! 💻
Coursera Beginner 7mo ago
🔥Data Analyst vs Data Scientist #shorts #simplilearn
ML Fundamentals
🔥Data Analyst vs Data Scientist #shorts #simplilearn
Simplilearn Beginner 7mo ago
AI, ML, DL & Data Science Key Differences Explained!
ML Fundamentals
AI, ML, DL & Data Science Key Differences Explained!
WealthEducation Beginner 7mo ago
AI vs  ML vs  DL vs  Data Science  Explained!
ML Fundamentals
AI vs ML vs DL vs Data Science Explained!
WealthEducation Beginner 7mo ago
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Machine Learning with Small Data Part 2
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Machine Learning with Small Data Part 2
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Mathematics for Machine Learning: Multivariate Calculus
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Mathematics for Machine Learning: Multivariate Calculus
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Analysis of Algorithms
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Analysis of Algorithms
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NLP – Machine Learning Models in Python
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NLP – Machine Learning Models in Python
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Managing Machine Learning Projects
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Managing Machine Learning Projects
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Statistics You Need to Know for Machine Learning
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Statistics You Need to Know for Machine Learning
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