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
AI workload storage options
ML Fundamentals ⚡ AI Lesson
AI workload storage options
Google Cloud Tech Beginner 6mo ago
Python for Data Science #4: Mastering NumPy and Pandas for Data Manipulation
ML Fundamentals
Python for Data Science #4: Mastering NumPy and Pandas for Data Manipulation
Analytics Vidhya Beginner 6mo ago
Python Skills You NEED Before Machine Learning
ML Fundamentals ⚡ AI Lesson
Python Skills You NEED Before Machine Learning
Tech With Tim Beginner 6mo ago
How Sema Balances Work & Learning
ML Fundamentals
How Sema Balances Work & Learning
Coursera Beginner 6mo ago
The Real Story of Calculus - Numberphile
ML Fundamentals
The Real Story of Calculus - Numberphile
Numberphile Beginner 6mo ago
Python Function Levels
ML Fundamentals
Python Function Levels
Coursera Beginner 6mo ago
SOLID Principles Explained Simply | Write Better Object-Oriented Code | Tamil | Karthik's Show
ML Fundamentals
SOLID Principles Explained Simply | Write Better Object-Oriented Code | Tamil | Karthik's Show
Karthik's Show Beginner 6mo ago
Gradient Descent Explained Simply! | How AI Learns Step by Step
ML Fundamentals
Gradient Descent Explained Simply! | How AI Learns Step by Step
FutureSeed AI Beginner 6mo ago
From ads to films: Creating with code | TechCrunch Disrupt 2025
ML Fundamentals
From ads to films: Creating with code | TechCrunch Disrupt 2025
TechCrunch Beginner 6mo ago
Open Source Contribution = Standout in the Job Market
ML Fundamentals
Open Source Contribution = Standout in the Job Market
codebasics Beginner 6mo ago
Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled
ML Fundamentals ⚡ AI Lesson
Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled
Krish Naik Beginner 6mo ago
Learn Computer Science Machine Learning And Leetcode #shorts #ml #leetcode #learn #computerscience
ML Fundamentals
Learn Computer Science Machine Learning And Leetcode #shorts #ml #leetcode #learn #computerscience
WebKnower Beginner 6mo ago
AI Engineering: A Realistic Roadmap for Beginners
ML Fundamentals
AI Engineering: A Realistic Roadmap for Beginners
Jean Lee Beginner 6mo ago
How Ethernet Sends Data - Computerphile
ML Fundamentals ⚡ AI Lesson
How Ethernet Sends Data - Computerphile
Computerphile Beginner 6mo ago
PyTorch vs TensorFlow — Which Should YOU Learn in 2025? ⚡🤖
ML Fundamentals ⚡ AI Lesson
PyTorch vs TensorFlow — Which Should YOU Learn in 2025? ⚡🤖
Analytics Vidhya Beginner 6mo ago
AI Doctor? How IBM Watson Changed Disease Diagnosis! 🧠⚕️
ML Fundamentals
AI Doctor? How IBM Watson Changed Disease Diagnosis! 🧠⚕️
Arivi by HCL GUVI Beginner 6mo ago
Learn DSA Machine Learning And Python As A Beginner #shorts #coding #python #ml #computerscience
ML Fundamentals ⚡ AI Lesson
Learn DSA Machine Learning And Python As A Beginner #shorts #coding #python #ml #computerscience
WebKnower Beginner 6mo ago
Keynote: Robot Foundation Models - Sergey Levine
ML Fundamentals
Keynote: Robot Foundation Models - Sergey Levine
PyTorch Beginner 6mo ago
Keynote: Enabling PyTorch’s Thousand Ops for Software First Silicon Design - Andrew Ling
ML Fundamentals
Keynote: Enabling PyTorch’s Thousand Ops for Software First Silicon Design - Andrew Ling
PyTorch Beginner 6mo ago
Schur Numbers (the world's biggest proof) - Numberphile
ML Fundamentals
Schur Numbers (the world's biggest proof) - Numberphile
Numberphile Beginner 6mo ago
3 Tech Domains That’ll Boom in 2026 #Shorts #ViralVideo #GfG
ML Fundamentals
3 Tech Domains That’ll Boom in 2026 #Shorts #ViralVideo #GfG
GeeksforGeeks Beginner 6mo ago
Is Maths Required for Coding? | Coding Tips for Beginners
ML Fundamentals
Is Maths Required for Coding? | Coding Tips for Beginners
GeeksforGeeks Beginner 6mo ago
Brand new #data and #ai features in #databricks with Zerobus
ML Fundamentals ⚡ AI Lesson
Brand new #data and #ai features in #databricks with Zerobus
Databricks Beginner 6mo ago
AI Full Course 2025 | AI Tutorial for Beginners | Artificial Intelligence Course | Simplilearn
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ML Fundamentals ⚡ AI Lesson
AI Full Course 2025 | AI Tutorial for Beginners | Artificial Intelligence Course | Simplilearn
Simplilearn Beginner 6mo ago
How IP Addresses Relate to Physical Locations - Computerphile
ML Fundamentals ⚡ AI Lesson
How IP Addresses Relate to Physical Locations - Computerphile
Computerphile Beginner 6mo ago
Should I come to USA for masters?
ML Fundamentals ⚡ AI Lesson
Should I come to USA for masters?
codebasics Beginner 6mo ago
Netflix CTO on the True Value of AI
ML Fundamentals ⚡ AI Lesson
Netflix CTO on the True Value of AI
The Information Beginner 6mo ago
Qualcomm's AI250 Attacks the AI Inference Memory Bottleneck | Durga Malladi Interview
ML Fundamentals ⚡ AI Lesson
Qualcomm's AI250 Attacks the AI Inference Memory Bottleneck | Durga Malladi Interview
TWIML AI Podcast Beginner 6mo ago
ResNet - Explained!
ML Fundamentals ⚡ AI Lesson
ResNet - Explained!
CodeEmporium Beginner 6mo ago
EEG Sleep Stage Prediction with Neural Networks in Python
ML Fundamentals ⚡ AI Lesson
EEG Sleep Stage Prediction with Neural Networks in Python
NeuralNine Beginner 6mo ago
The Fastest Way to Land Your Future In AI
ML Fundamentals
The Fastest Way to Land Your Future In AI
Jean Lee Beginner 6mo ago
The Impact of Online Learning
ML Fundamentals
The Impact of Online Learning
Coursera Beginner 6mo ago
Setting Learning Goals That Matter
ML Fundamentals
Setting Learning Goals That Matter
Coursera Beginner 6mo ago
AI vs ML vs DL vs Data Science — What’s the Real Difference? 🤯
ML Fundamentals ⚡ AI Lesson
AI vs ML vs DL vs Data Science — What’s the Real Difference? 🤯
Analytics Vidhya Beginner 6mo ago
The REAL Reason You're Not Getting Hired 💡
ML Fundamentals
The REAL Reason You're Not Getting Hired 💡
Coursera Beginner 6mo ago
Sponsored Session: Lightning Talk: Improving Drug Discovery with Machine Learning... - Simon Axelrod
ML Fundamentals ⚡ AI Lesson
Sponsored Session: Lightning Talk: Improving Drug Discovery with Machine Learning... - Simon Axelrod
PyTorch Beginner 6mo ago
Helion: A High-level DSL for Kernel Authoring - Jason Ansel, Meta
ML Fundamentals
Helion: A High-level DSL for Kernel Authoring - Jason Ansel, Meta
PyTorch Beginner 6mo ago
Computer Science Machine Learning JavaScript For Everyone #shorts #js #ml #coding #computerscience
ML Fundamentals
Computer Science Machine Learning JavaScript For Everyone #shorts #js #ml #coding #computerscience
WebKnower Beginner 6mo ago
Programmer Starter Pack
ML Fundamentals
Programmer Starter Pack
Coursera Beginner 6mo ago
What Can Generative AI Really Do? 2025 Overview
ML Fundamentals
What Can Generative AI Really Do? 2025 Overview
Coursera Beginner 6mo ago
Learn Cyber Security Machine Learning And Java In One Journey #shorts #java #ml #cybersecurity
ML Fundamentals
Learn Cyber Security Machine Learning And Java In One Journey #shorts #java #ml #cybersecurity
WebKnower Beginner 6mo ago
Machine Learning in Real Life: From Spotify to Healthcare
ML Fundamentals
Machine Learning in Real Life: From Spotify to Healthcare
Coursera Beginner 6mo ago
AI ML Made Simple For Everyone #shorts #ai #ml #engineering #programming #learning #tutorial
ML Fundamentals ⚡ AI Lesson
AI ML Made Simple For Everyone #shorts #ai #ml #engineering #programming #learning #tutorial
WebKnower Beginner 6mo ago
What Is a Chatbot? A Business Owner's Guide
ML Fundamentals
What Is a Chatbot? A Business Owner's Guide
Coursera Beginner 6mo ago
Python: Essential Tools
ML Fundamentals
Python: Essential Tools
Coursera Beginner 6mo ago
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
0:17
ML Fundamentals ⚡ AI Lesson
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
WebKnower Beginner 6mo ago
Learn AI And Machine Learning Easily With These Channels #shorts #machinelearning #ai #deeplearning
ML Fundamentals ⚡ AI Lesson
Learn AI And Machine Learning Easily With These Channels #shorts #machinelearning #ai #deeplearning
WebKnower Beginner 6mo ago
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
ML Fundamentals
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
Coursera Beginner 6mo ago
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VLSI CAD Part I: Logic
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Honors Algebra 2: Algebraic, Exponential & Log Functions
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Honors Algebra 2: Algebraic, Exponential & Log Functions
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