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
Partial Derivatives explained (Maths Behind AI)
ML Fundamentals
Partial Derivatives explained (Maths Behind AI)
Neural Monk Beginner 3mo ago
Cost function explained(Maths behind AI)
ML Fundamentals
Cost function explained(Maths behind AI)
Neural Monk Beginner 3mo ago
How Do Diffusion Models Work
ML Fundamentals
How Do Diffusion Models Work
Insightforge | AI & Data Science Beginner 3mo ago
This picture broke my brain
ML Fundamentals ⚡ AI Lesson
This picture broke my brain
3Blue1Brown Beginner 3mo ago
Project -AI Healthcare Bot System with Python & Machine Learning-it is chatbot that help user health
ML Fundamentals
Project -AI Healthcare Bot System with Python & Machine Learning-it is chatbot that help user health
MLAstroGuitar Beginner 3mo ago
62 AI BASICS Quantum Machine Learning Part 2
ML Fundamentals
62 AI BASICS Quantum Machine Learning Part 2
Sinsavk AI for beginners Beginner 3mo ago
61 AI BASICS Quantum Machine Learning Part 1
ML Fundamentals
61 AI BASICS Quantum Machine Learning Part 1
Sinsavk AI for beginners Beginner 3mo ago
Why 90% of Machine Learning Projects Fail (And How to Avoid It) | CodeVisium#MachineLearning
ML Fundamentals
Why 90% of Machine Learning Projects Fail (And How to Avoid It) | CodeVisium#MachineLearning
CodeVisium Beginner 3mo ago
Top 7 Programming Languages for AI in 2026 (Must Learn!) 🚀
ML Fundamentals
Top 7 Programming Languages for AI in 2026 (Must Learn!) 🚀
AI Study Hub Beginner 3mo ago
Top Skills You Need to Work in AI (Beginner to Pro 2026)
ML Fundamentals
Top Skills You Need to Work in AI (Beginner to Pro 2026)
AI Study Hub Beginner 3mo ago
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
ML Fundamentals ⚡ AI Lesson
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
Moz Beginner 3mo ago
How to Become an AI Engineer Fast
ML Fundamentals ⚡ AI Lesson
How to Become an AI Engineer Fast
Tech With Tim Beginner 3mo ago
Top Skill Hiring Managers Look for in AI Engineers
ML Fundamentals ⚡ AI Lesson
Top Skill Hiring Managers Look for in AI Engineers
codebasics Intermediate 3mo ago
Demystifying Deep Learning: Illustrated Perceptron Tutorial with Akamai CTO Dr. Robert Blumofe
ML Fundamentals
Demystifying Deep Learning: Illustrated Perceptron Tutorial with Akamai CTO Dr. Robert Blumofe
Akamai Developers Beginner 3mo ago
🎧 LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
ML Fundamentals ⚡ AI Lesson
🎧 LoFi Beats for Coding & Focus: Calm Beats to Study, Build, and Think
DeepLearning.AI Intermediate 3mo ago
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
ML Fundamentals ⚡ AI Lesson
Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile
Computerphile Intermediate 3mo ago
How Linear Algebra Powers Machine Learning (ML)
ML Fundamentals ⚡ AI Lesson
How Linear Algebra Powers Machine Learning (ML)
IBM Technology Beginner 3mo ago
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
ML Fundamentals
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
AI Podcast Series. Byte Goose AI. Advanced 3mo ago
5 FREE Machine Learning Courses with Certificates (Start Now!)
ML Fundamentals ⚡ AI Lesson
5 FREE Machine Learning Courses with Certificates (Start Now!)
Analytics Vidhya Beginner 3mo ago
Why ∫tan x dx = ln(sec x)? | Geometric Proof
ML Fundamentals
Why ∫tan x dx = ln(sec x)? | Geometric Proof
Zariga Tongy Advanced 3mo ago
Sine Taylor Series — Where Does x - x³/3! + x⁵/5! Come From? | Geometric Proof
ML Fundamentals
Sine Taylor Series — Where Does x - x³/3! + x⁵/5! Come From? | Geometric Proof
Zariga Tongy Advanced 3mo ago
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
ML Fundamentals
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
Reliablesoft Academy Beginner 3mo ago
convolution layer #machinelearning #datascience #computervision #deeplearning
ML Fundamentals
convolution layer #machinelearning #datascience #computervision #deeplearning
DataMListic Beginner 3mo ago
Stemming vs Lemmatization: NLP Made Simple
ML Fundamentals
Stemming vs Lemmatization: NLP Made Simple
Coursera Beginner 3mo ago
Top 10 No-Code Development Platforms in 2026 🚀 Build Apps Without Coding
ML Fundamentals ⚡ AI Lesson
Top 10 No-Code Development Platforms in 2026 🚀 Build Apps Without Coding
Analytics Vidhya Intermediate 3mo ago
#Palmistry - Which Sign and lines show Suicide  in Hand (English) #suicide #sign #line #in #hand
ML Fundamentals
#Palmistry - Which Sign and lines show Suicide in Hand (English) #suicide #sign #line #in #hand
MLAstroGuitar Beginner 3mo ago
How to BEAT 99% of computer science students
ML Fundamentals
How to BEAT 99% of computer science students
Sajjaad Khader Intermediate 3mo ago
Calculating Pi with Skittles (and census data!?) - Numberphile
ML Fundamentals
Calculating Pi with Skittles (and census data!?) - Numberphile
Numberphile Beginner 3mo ago
Decision Tree Classifier in Machine Learning
ML Fundamentals
Decision Tree Classifier in Machine Learning
codehubgenius Beginner 3mo ago
Gradient descent explained (Maths behind AI)
ML Fundamentals
Gradient descent explained (Maths behind AI)
Neural Monk Beginner 3mo ago
60 AI BASICS Hardware Accelerators Part 2
ML Fundamentals
60 AI BASICS Hardware Accelerators Part 2
Sinsavk AI for beginners Beginner 3mo ago
39 AI BASICS Loss functions
ML Fundamentals
39 AI BASICS Loss functions
Sinsavk AI for beginners Beginner 3mo ago
3 AI BASICS  Machine Learning vs Deep Learning vs Artificial Intelligence
ML Fundamentals
3 AI BASICS Machine Learning vs Deep Learning vs Artificial Intelligence
Sinsavk AI for beginners Beginner 3mo ago
53 AI BASICS Overfitting
ML Fundamentals
53 AI BASICS Overfitting
Sinsavk AI for beginners Beginner 3mo ago
37 AI BASICS Supervised learning in AI
ML Fundamentals
37 AI BASICS Supervised learning in AI
Sinsavk AI for beginners Beginner 3mo ago
52 AI BASICS Dropout in AI
ML Fundamentals
52 AI BASICS Dropout in AI
Sinsavk AI for beginners Beginner 3mo ago
55 AI BASICS Speech Recognition
ML Fundamentals
55 AI BASICS Speech Recognition
Sinsavk AI for beginners Beginner 3mo ago
AI vs Data Science: Which Career Is Better in 2026? 🤯
ML Fundamentals ⚡ AI Lesson
AI vs Data Science: Which Career Is Better in 2026? 🤯
AI Study Hub Beginner 3mo ago
Eigenvectors explained (Maths Behind AI)
ML Fundamentals
Eigenvectors explained (Maths Behind AI)
Neural Monk Beginner 3mo ago
Dot product explained (Maths Behind AI)
ML Fundamentals
Dot product explained (Maths Behind AI)
Neural Monk Beginner 3mo ago
Matrix multiplication explained (Maths Behind AI)
ML Fundamentals
Matrix multiplication explained (Maths Behind AI)
Neural Monk Beginner 3mo ago
Vectors Explained (Maths behind AI)
ML Fundamentals
Vectors Explained (Maths behind AI)
Neural Monk Beginner 3mo ago
Machine Learning vs Deep Learning Explained in 10 Minutes 🧠 (Beginner Friendly!)
ML Fundamentals ⚡ AI Lesson
Machine Learning vs Deep Learning Explained in 10 Minutes 🧠 (Beginner Friendly!)
AI Study Hub Beginner 3mo ago
Graph Neural Networks — How AI Learns from Connections | Visual Explained
ML Fundamentals
Graph Neural Networks — How AI Learns from Connections | Visual Explained
Zariga Tongy Beginner 3mo ago
Linear Algebra Explained (Maths behind AI)
ML Fundamentals
Linear Algebra Explained (Maths behind AI)
Neural Monk Beginner 3mo ago
Underfitting Explained
ML Fundamentals
Underfitting Explained
Neural Monk Beginner 3mo ago
Overfitting Explained
ML Fundamentals
Overfitting Explained
Neural Monk Beginner 3mo ago
Dataset Explained
ML Fundamentals
Dataset Explained
Neural Monk Beginner 3mo ago
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Modelos predictivos con aprendizaje automático
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Modelos predictivos con aprendizaje automático
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS
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Basic Math: Integrals
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Basic Math: Integrals
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Machine Learning Fundamentals for Java Developers
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Machine Learning Fundamentals for Java Developers
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Fundamentals of Machine Learning
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Fundamentals of Machine Learning
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Basic Math: Derivatives
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Basic Math: Derivatives
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