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
5700+ Free Online Calculators #calculator #calculus #calculation
ML Fundamentals
5700+ Free Online Calculators #calculator #calculus #calculation
Nagaraju Tadakaluri Intermediate 3mo ago
Imposter syndrome as a software engineer is REAL…
ML Fundamentals
Imposter syndrome as a software engineer is REAL…
Coursera Beginner 3mo ago
Training vs Inference Explained
ML Fundamentals
Training vs Inference Explained
Neural Monk Beginner 3mo ago
Your YouTube Videos Can Help You DOMINATE AI Results
ML Fundamentals
Your YouTube Videos Can Help You DOMINATE AI Results
WebFX Beginner 3mo ago
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
ML Fundamentals
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
DataMListic Beginner 3mo ago
Training a Neural Network — Image Classification Pipeline | Visual ML
ML Fundamentals
Training a Neural Network — Image Classification Pipeline | Visual ML
Zariga Tongy Advanced 3mo ago
Training a Neural Network — Regression Pipeline | Visual ML
ML Fundamentals
Training a Neural Network — Regression Pipeline | Visual ML
Zariga Tongy Advanced 3mo ago
Model Evaluation Interview Questions (Big Tech Level) | Metrics, Bias, Validation & Real ML Pitfalls
ML Fundamentals
Model Evaluation Interview Questions (Big Tech Level) | Metrics, Bias, Validation & Real ML Pitfalls
CodeVisium Beginner 3mo ago
Weights and Biases Explained
ML Fundamentals
Weights and Biases Explained
Neural Monk Beginner 3mo ago
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial |  Edureka
ML Fundamentals
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
edureka! Beginner 3mo ago
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
ML Fundamentals ⚡ AI Lesson
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
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Highlights from Distinguished Speaker Seminar with Sir Ronnie Cohen
ML Fundamentals
Highlights from Distinguished Speaker Seminar with Sir Ronnie Cohen
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ML Fundamentals
Top 10 AI Job Roles 😱 in IT Job Market 2026
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Predict Protein Structure with AI (Python Tutorial) | Bioinformatics Project | CodeVisium #AI
ML Fundamentals
Predict Protein Structure with AI (Python Tutorial) | Bioinformatics Project | CodeVisium #AI
CodeVisium Beginner 3mo ago
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
ML Fundamentals ⚡ AI Lesson
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
Google DeepMind Beginner 3mo ago
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ML Fundamentals
How to Become an Applied Machine Learning Scientist | Skills & Tools 2026 | #Shorts | #Simplilearn
Simplilearn Beginner 3mo ago
The greatest unsolved problem in computer science...
ML Fundamentals ⚡ AI Lesson
The greatest unsolved problem in computer science...
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Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
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Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
Stanford Online Beginner 3mo ago
Copy this Google Ads Strategy, It'll Blow Up Your Business
ML Fundamentals
Copy this Google Ads Strategy, It'll Blow Up Your Business
Teach Traffic Beginner 3mo ago
Avoiding, Treating & Curing Cancer | Dr. Alex Marson
ML Fundamentals
Avoiding, Treating & Curing Cancer | Dr. Alex Marson
Andrew Huberman Intermediate 3mo ago
k-means #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
k-means #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 3mo ago
AI Can THINK Like Humans Now? Neural Networks Explained It
ML Fundamentals
AI Can THINK Like Humans Now? Neural Networks Explained It
Algopk Beginner 3mo ago
TCS NQT 2026 | Programming 12 | Number Theory 04 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 12 | Number Theory 04 | TCS NQT Preparation
GeeksforGeeks Beginner 3mo ago
Project - Area and Population Analysis using Machine Learning and Visualization #Area #Population
ML Fundamentals
Project - Area and Population Analysis using Machine Learning and Visualization #Area #Population
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TCS NQT 2026 | Programming 11 | Number Theory 03 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 11 | Number Theory 03 | TCS NQT Preparation
GeeksforGeeks Beginner 3mo ago
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ML Fundamentals
Lovable AI Tutorial For Beginners 2026 | How To Use Lovable AI To Create A Website | Simplilearn
Simplilearn Beginner 3mo ago
AI vs ML vs DL vs Generative AI Difference Explained
ML Fundamentals
AI vs ML vs DL vs Generative AI Difference Explained
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Live coding with OpenSpec
ML Fundamentals
Live coding with OpenSpec
West Coast Machine Learning Intermediate 3mo ago
Logistic Regression in Machine Learning
ML Fundamentals
Logistic Regression in Machine Learning
codehubgenius Beginner 3mo ago
Choosing an AI Career in 2026? Understand Every AI Role Before You Start | CampusX
ML Fundamentals
Choosing an AI Career in 2026? Understand Every AI Role Before You Start | CampusX
CampusX Beginner 3mo ago
e^pi vs pi^e — 4 Visual Proofs of Which is Bigger | Math Olympiad
ML Fundamentals
e^pi vs pi^e — 4 Visual Proofs of Which is Bigger | Math Olympiad
Zariga Tongy Advanced 3mo ago
Parameter in AI Explained
ML Fundamentals
Parameter in AI Explained
Neural Monk Beginner 3mo ago
Circle Rolling Outside Another — Find the Shaded Area! | Math Challenge
ML Fundamentals
Circle Rolling Outside Another — Find the Shaded Area! | Math Challenge
Zariga Tongy Beginner 3mo ago
Neural Network Explained
ML Fundamentals
Neural Network Explained
Neural Monk Beginner 3mo ago
Supervised Learning VS Unsupervised Learning
ML Fundamentals
Supervised Learning VS Unsupervised Learning
Neural Monk Beginner 3mo ago
Machine Learning VS Deep Learning
ML Fundamentals
Machine Learning VS Deep Learning
Neural Monk Beginner 3mo ago
What is AI
ML Fundamentals
What is AI
Neural Monk Beginner 3mo ago
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
Stanford Online Beginner 3mo ago
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ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 10: Games I
Stanford Online Beginner 3mo ago
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ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 5: Search I
Stanford Online Beginner 3mo ago
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
Stanford Online Beginner 3mo ago
Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations
Stanford Online Beginner 3mo ago
Why Cross-Validation Is Better Than Train/Test Split | Machine Learning Evaluation Explained
ML Fundamentals
Why Cross-Validation Is Better Than Train/Test Split | Machine Learning Evaluation Explained
CodeVisium Beginner 3mo ago
Why Your Neural Network Fails to Learn (Learning Rate Explained)#DeepLearning #NeuralNetworks
ML Fundamentals
Why Your Neural Network Fails to Learn (Learning Rate Explained)#DeepLearning #NeuralNetworks
CodeVisium Beginner 3mo ago
🔥How to become NLP Engineer in 2026 ? | NLP Engineer Roadmap #shorts #simplilearn
ML Fundamentals
🔥How to become NLP Engineer in 2026 ? | NLP Engineer Roadmap #shorts #simplilearn
Simplilearn Intermediate 3mo ago
Simplilearn Reviews | How AI Helped Turn Learning into Real Impact at Work #GetCertifiedGetAhead
ML Fundamentals
Simplilearn Reviews | How AI Helped Turn Learning into Real Impact at Work #GetCertifiedGetAhead
Simplilearn Beginner 3mo ago
Bias-Variance Tradeoff — Why More Complex Isn't Always Better
ML Fundamentals
Bias-Variance Tradeoff — Why More Complex Isn't Always Better
Zariga Tongy Advanced 3mo ago
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