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
Optical Mouse Captures Speech. Study WARNING for Users Now
ML Fundamentals ⚡ AI Lesson
Optical Mouse Captures Speech. Study WARNING for Users Now
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Learn Support Vector Machine (SVM) | Machine Learning Series Day 14
ML Fundamentals
Learn Support Vector Machine (SVM) | Machine Learning Series Day 14
AnuTech-CH Beginner 9mo ago
How AI Will Impact Jobs by 2026 | The Future of Jobs in AI #shorts #simplilearn
ML Fundamentals
How AI Will Impact Jobs by 2026 | The Future of Jobs in AI #shorts #simplilearn
Simplilearn Beginner 9mo ago
Loss Functions for ML - Klaus-Rudolf Kladny and Samuel Simko
ML Fundamentals
Loss Functions for ML - Klaus-Rudolf Kladny and Samuel Simko
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Introduction to Artificial Intelligence | Foundations of AI | Full Chapter 1 (4 Lessons)
ML Fundamentals
Introduction to Artificial Intelligence | Foundations of AI | Full Chapter 1 (4 Lessons)
Practical AI Pro Beginner 9mo ago
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ML Fundamentals
AI and Machine Learning Full Course 2026 | AI Tutorial for Beginners | AI Training | Simplilearn
Simplilearn Beginner 9mo ago
Let's Build a Quant Trading Strategy: Part 1 - ML Model in PyTorch
ML Fundamentals
Let's Build a Quant Trading Strategy: Part 1 - ML Model in PyTorch
MemLabs Beginner 9mo ago
general explanation for using a moe model that is built in Golang
ML Fundamentals
general explanation for using a moe model that is built in Golang
zach endrulat Intermediate 9mo ago
🤖 Features, Labels, Epochs, Overfitting & Underfitting Explained | AI Workflow | Ch 3 - Pt 3
ML Fundamentals
🤖 Features, Labels, Epochs, Overfitting & Underfitting Explained | AI Workflow | Ch 3 - Pt 3
Practical AI Pro Beginner 9mo ago
Support Vector Machine RBF | When Linear Kernels Fail, RBF Succeeds
ML Fundamentals
Support Vector Machine RBF | When Linear Kernels Fail, RBF Succeeds
Coursera Beginner 9mo ago
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ML Fundamentals
Which tech skill are you choosing? Comment your pick! 💬 #TechTrends #learntocode
CydexCode Beginner 9mo ago
Python for Data Science #2: Numbers, Strings and Functions
ML Fundamentals ⚡ AI Lesson
Python for Data Science #2: Numbers, Strings and Functions
Analytics Vidhya Beginner 9mo ago
I Used to Hate Typescript
ML Fundamentals ⚡ AI Lesson
I Used to Hate Typescript
Traversy Media Intermediate 9mo ago
How to Learn The Math for Machine Learning and AI
ML Fundamentals
How to Learn The Math for Machine Learning and AI
Jean Lee Beginner 9mo ago
How Support Vectors Define Decision Boundaries
ML Fundamentals
How Support Vectors Define Decision Boundaries
Coursera Beginner 9mo ago
The Secret of the Raffle Function (epic proof) - Numberphile
ML Fundamentals
The Secret of the Raffle Function (epic proof) - Numberphile
Numberphile Beginner 9mo ago
Became (AI Product Owner 🔥) with 9 years of Non-IT Work Experience: how?
ML Fundamentals
Became (AI Product Owner 🔥) with 9 years of Non-IT Work Experience: how?
AI Coach John (Tamil) Beginner 9mo ago
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 9mo ago
Backpropagation Visually Explained | Deep Learning Part 2
ML Fundamentals
Backpropagation Visually Explained | Deep Learning Part 2
ByteQuest Beginner 9mo ago
AI Learns to Sumo Wrestle (deep reinforcement learning)
ML Fundamentals ⚡ AI Lesson
AI Learns to Sumo Wrestle (deep reinforcement learning)
AI Warehouse Beginner 9mo 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 9mo ago
Not Getting Data Science Jobs? | New Era Begins
ML Fundamentals
Not Getting Data Science Jobs? | New Era Begins
GeeksforGeeks Intermediate 9mo ago
Complete Machine Learning Course for Beginners | FREE Machine Learning Tutorial 2025 | Part 1
ML Fundamentals
Complete Machine Learning Course for Beginners | FREE Machine Learning Tutorial 2025 | Part 1
AnuTech-CH Beginner 9mo ago
Applied Deep Learning 2025 - Lecture 2 - Neural Networks, Optimization, and Backpropagation
ML Fundamentals
Applied Deep Learning 2025 - Lecture 2 - Neural Networks, Optimization, and Backpropagation
Alexander Pacha Beginner 9mo ago
Applied Deep Learning 2025 - Lecture 0 - Preliminary Information
ML Fundamentals
Applied Deep Learning 2025 - Lecture 0 - Preliminary Information
Alexander Pacha Beginner 9mo ago
Pointwise Convolutions - EXPLAINED (with code)
ML Fundamentals ⚡ AI Lesson
Pointwise Convolutions - EXPLAINED (with code)
CodeEmporium Advanced 9mo ago
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ML Fundamentals ⚡ AI Lesson
MCP vs RAG Explained in Tamil: What’s the Difference in Simple Terms? | Karthik's Show
Karthik's Show Beginner 9mo 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 9mo ago
What is overfitting and underfitting? #ai #motivation #datascience
ML Fundamentals
What is overfitting and underfitting? #ai #motivation #datascience
Think Why AI Beginner 9mo ago
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ML Fundamentals
Non-IT to 32 LPA: AI/ML Engineer RoadMap that actually Works | AI Coach John
AI Coach John (Tamil) Beginner 9mo ago
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ML Fundamentals
Will AI Replace Your Job? Here’s the Truth #FutureOfWork #AIJobs #Workplace #Automation #AIFuture
Data Science Dojo Advanced 9mo 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 9mo ago
Neural Networks Intuition
ML Fundamentals
Neural Networks Intuition
ByteQuest Beginner 9mo ago
Data Science Full Course 2026 | Data Science Tutorial | Data Science Training Course | Simplilearn
ML Fundamentals
Data Science Full Course 2026 | Data Science Tutorial | Data Science Training Course | Simplilearn
Simplilearn Beginner 9mo ago
The SECRET Behind Every AI Model 🤖 | Data Pipeline Demystified | AI Workflow | Ch 3 - Pt 1
ML Fundamentals
The SECRET Behind Every AI Model 🤖 | Data Pipeline Demystified | AI Workflow | Ch 3 - Pt 1
Practical AI Pro Intermediate 9mo ago
Gamma AI: Create Presentations in Seconds with AI | #shorts #simplilearn
ML Fundamentals
Gamma AI: Create Presentations in Seconds with AI | #shorts #simplilearn
Simplilearn Advanced 9mo ago
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
ML Fundamentals
Random Forest Tutorial | Why 100 Trees Beat 1 Tree
Coursera Beginner 9mo ago
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ML Fundamentals
Machine Learning Decision Trees | Healthcare Prediction with Python
Coursera Beginner 9mo ago
AI Math : Gradient Descent & Convex vs. Non-Convex Problems | AI Math | Chapter 2 - Part 3
ML Fundamentals
AI Math : Gradient Descent & Convex vs. Non-Convex Problems | AI Math | Chapter 2 - Part 3
Practical AI Pro Beginner 9mo ago
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ML Fundamentals
🔥Generative AI Engineer Salary in 2026 | How Much Do Gen AI Experts Earn? #Shorts #simplilearn
Simplilearn Beginner 9mo ago
K-Nearest Neighbor (KNN) in Python Code | Machine Learning Series Day 12 | Perfect for Beginners
ML Fundamentals
K-Nearest Neighbor (KNN) in Python Code | Machine Learning Series Day 12 | Perfect for Beginners
AnuTech-CH Beginner 9mo ago
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ML Fundamentals
Remote Work Isn't Dead - It's Thriving in THESE Fields
Coursera Intermediate 9mo ago
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ML Fundamentals
AI Mastery Full Course | AI Tutorial for Beginners | Artificial Intelligence Course | Simplilearn
Simplilearn Beginner 9mo ago
What is KNN? | K-Nearest Neighbor| Machine Learning Series Day 12
ML Fundamentals
What is KNN? | K-Nearest Neighbor| Machine Learning Series Day 12
AnuTech-CH Beginner 9mo ago
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ML Fundamentals
Stop Fighting Return-to-Office If You Work in THESE Fields
Coursera Intermediate 9mo 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 9mo 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 9mo 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 9mo ago
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Foundations of Quantum Mechanics
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Foundations of Quantum Mechanics
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Statistical Learning for Engineering Part 1
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Statistical Learning for Engineering Part 1
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Introduction to Thermodynamics: Transferring Energy from Here to There
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Introduction to Thermodynamics: Transferring Energy from Here to There
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BigQuery Machine Learning using Soccer Data
📚 External: Coursera ↗
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BigQuery Machine Learning using Soccer Data
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Futuro de los datos y la tecnología - Echar un vistazo
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Futuro de los datos y la tecnología - Echar un vistazo
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Introduction to Open Source Application Development
📚 External: Coursera ↗
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Introduction to Open Source Application Development
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