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
2. Logistic Regression in Telugu
ML Fundamentals
2. Logistic Regression in Telugu
Raghava reddy Beginner 4mo ago
1. Linear regression in Telugu
ML Fundamentals
1. Linear regression in Telugu
Raghava reddy Beginner 4mo ago
Oxford MBA: Explore the programme
ML Fundamentals ⚡ AI Lesson
Oxford MBA: Explore the programme
Saïd Business School, University of Oxford Beginner 4mo ago
Tensorflow Crash Course - Deep Learning in Python For Beginners
ML Fundamentals ⚡ AI Lesson
Tensorflow Crash Course - Deep Learning in Python For Beginners
NeuralNine Beginner 4mo ago
#336 From City Sewers to Sovereign AI with Russ Wilcox, CEO at ArtifexAI
ML Fundamentals ⚡ AI Lesson
#336 From City Sewers to Sovereign AI with Russ Wilcox, CEO at ArtifexAI
DataCamp Beginner 4mo ago
Why Josh Always Asks, “Can A Topic Be Any  Simpler Than This?” | Joshua Starmer x Data Science Dojo
ML Fundamentals
Why Josh Always Asks, “Can A Topic Be Any Simpler Than This?” | Joshua Starmer x Data Science Dojo
Data Science Dojo Beginner 4mo ago
What is Data Science?
ML Fundamentals ⚡ AI Lesson
What is Data Science?
Guru99 Beginner 4mo ago
Data Scientist Roadmap 2026 | How to Become Data Scientist in 2026 | #shorts  #simplilearn
ML Fundamentals
Data Scientist Roadmap 2026 | How to Become Data Scientist in 2026 | #shorts #simplilearn
Simplilearn Beginner 4mo ago
Gated Recurrent Unit Explained in Tamil | GRU | Deep Learning Tutorial in Tamil | Adi Explains
ML Fundamentals
Gated Recurrent Unit Explained in Tamil | GRU | Deep Learning Tutorial in Tamil | Adi Explains
Adi Explains Beginner 4mo ago
An Unexpected Twist on Möbius Strips - Numberphile
ML Fundamentals
An Unexpected Twist on Möbius Strips - Numberphile
Numberphile Beginner 4mo ago
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
ML Fundamentals
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
Data Science Dojo Beginner 4mo ago
Exploring the Supply Chain Career Path: From Entry-Level to Senior Roles
ML Fundamentals
Exploring the Supply Chain Career Path: From Entry-Level to Senior Roles
Coursera Beginner 4mo ago
What is PyTorch?
ML Fundamentals ⚡ AI Lesson
What is PyTorch?
Guru99 Beginner 4mo ago
Building Faster and Smarter AI Systems with Nemotron
ML Fundamentals ⚡ AI Lesson
Building Faster and Smarter AI Systems with Nemotron
NVIDIA Developer Beginner 4mo ago
Procedural Generation in Games - Computerphile
ML Fundamentals ⚡ AI Lesson
Procedural Generation in Games - Computerphile
Computerphile Beginner 4mo ago
Transformers Step-by-Step Explained (Attention Is All You Need)
ML Fundamentals ⚡ AI Lesson
Transformers Step-by-Step Explained (Attention Is All You Need)
ByteByteGo Beginner 4mo ago
KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)
ML Fundamentals
KAIST XAI Tutorial 2025 | Introduction to Global Explanation Methods | Jinsil Lee (SAIL, KAIST)
XAI Open Beginner 4mo ago
I Only Used the Terminal for 7 Days Straight
ML Fundamentals
I Only Used the Terminal for 7 Days Straight
Coding with Lewis Beginner 4mo ago
AI & ML Engineer Roadmap For 2026 | Step-by-Step Guide for Beginners | AI & ML Roadmap | Edureka
ML Fundamentals
AI & ML Engineer Roadmap For 2026 | Step-by-Step Guide for Beginners | AI & ML Roadmap | Edureka
edureka! Beginner 4mo ago
What I eat in a day as a machine learning engineer
ML Fundamentals
What I eat in a day as a machine learning engineer
Daniel Bourke Beginner 4mo ago
Free AI & ML Workshop! Start Your Tech Career Today 🚀
ML Fundamentals
Free AI & ML Workshop! Start Your Tech Career Today 🚀
Arivi by HCL GUVI Beginner 4mo ago
End-to-end driving​ with safety guardrails - Zenseact @ FC London '25
ML Fundamentals
End-to-end driving​ with safety guardrails - Zenseact @ FC London '25
Weights & Biases Beginner 4mo ago
Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 17: Advancing Robot Intelligence
ML Fundamentals ⚡ AI Lesson
Stanford CS224R Deep Reinforcement Learning | Spring 2025 | Lecture 17: Advancing Robot Intelligence
Stanford Online Beginner 4mo ago
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
ML Fundamentals
Pyversity with Thomas van Dongen - Weaviate Podcast #132!
Weaviate vector database Beginner 4mo ago
Two Pointers: The Trick Every Dev Should Know#dsa #codinginterview #programming
ML Fundamentals
Two Pointers: The Trick Every Dev Should Know#dsa #codinginterview #programming
FullStackDev Beginner 4mo ago
This Structure Screams 'AI Wrote Me!' ⚠️
ML Fundamentals
This Structure Screams 'AI Wrote Me!' ⚠️
Coursera Beginner 4mo ago
AI Dev 25 x NYC | Robert Crowe: JAX Made Simple: An Intuitive Guide to Building Fast Neural Networks
ML Fundamentals ⚡ AI Lesson
AI Dev 25 x NYC | Robert Crowe: JAX Made Simple: An Intuitive Guide to Building Fast Neural Networks
DeepLearningAI Beginner 4mo ago
Store Sales Prediction in Python - Time Series Machine Learning Project
ML Fundamentals ⚡ AI Lesson
Store Sales Prediction in Python - Time Series Machine Learning Project
NeuralNine Beginner 4mo ago
NumPy & JAX NumPy (Part 2)
ML Fundamentals
NumPy & JAX NumPy (Part 2)
Google for Developers Beginner 4mo ago
NumPy & JAX NumPy (Part 1)
ML Fundamentals
NumPy & JAX NumPy (Part 1)
Google for Developers Beginner 4mo ago
What inspired NVIDIA to make Nemotron open source for everyone?
ML Fundamentals
What inspired NVIDIA to make Nemotron open source for everyone?
NVIDIA Developer Beginner 4mo ago
Lecture 4: Linear Algebra (cont.); Probability Theory
ML Fundamentals
Lecture 4: Linear Algebra (cont.); Probability Theory
MIT OpenCourseWare Beginner 4mo ago
Lecture 23: Introduction to Machine Learning
ML Fundamentals
Lecture 23: Introduction to Machine Learning
MIT OpenCourseWare Beginner 4mo ago
Deploy an Azure Databricks Workspace
ML Fundamentals ⚡ AI Lesson
Deploy an Azure Databricks Workspace
Databricks Beginner 4mo ago
From Coding to AI Coding
ML Fundamentals
From Coding to AI Coding
No Priors: AI, Machine Learning, Tech, & Startups Beginner 4mo ago
Polyominoes on Chessboards - Numberphile
ML Fundamentals
Polyominoes on Chessboards - Numberphile
Numberphile Beginner 4mo ago
What is Keras?
ML Fundamentals ⚡ AI Lesson
What is Keras?
Guru99 Beginner 4mo ago
What is Linux? 🐧
ML Fundamentals
What is Linux? 🐧
Guru99 Beginner 4mo ago
Introducing Flax NNX (Part 3)
ML Fundamentals
Introducing Flax NNX (Part 3)
Google for Developers Beginner 4mo ago
Introducing Flax NNX (Part 1)
ML Fundamentals
Introducing Flax NNX (Part 1)
Google for Developers Beginner 4mo ago
JAX AI Stack: Summary & Conclusion
ML Fundamentals
JAX AI Stack: Summary & Conclusion
Google for Developers Beginner 4mo ago
AI Buzzwords That Kill Your Cover Letter 🚫
ML Fundamentals
AI Buzzwords That Kill Your Cover Letter 🚫
Coursera Beginner 4mo ago
Your Career Motivation
ML Fundamentals
Your Career Motivation
Coursera Beginner 4mo ago
Lecture 1, Part I: Introduction of the Class
ML Fundamentals ⚡ AI Lesson
Lecture 1, Part I: Introduction of the Class
MIT OpenCourseWare Beginner 4mo ago
Lecture 24: Stochastic Calculus
ML Fundamentals ⚡ AI Lesson
Lecture 24: Stochastic Calculus
MIT OpenCourseWare Beginner 4mo ago
GPA on a Resume: What Employers Really Think
ML Fundamentals
GPA on a Resume: What Employers Really Think
Coursera Beginner 4mo ago
Open-Source AI 101: Enabling American Innovation | NVIDIA GTC D.C.
ML Fundamentals
Open-Source AI 101: Enabling American Innovation | NVIDIA GTC D.C.
NVIDIA Developer Beginner 4mo ago
5 AI Cover Letter Red Flags Recruiters Spot Fast
ML Fundamentals
5 AI Cover Letter Red Flags Recruiters Spot Fast
Coursera Beginner 4mo ago
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Build Basic Generative Adversarial Networks (GANs)
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Build Basic Generative Adversarial Networks (GANs)
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Graphs and Networks
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Graphs and Networks
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Building Regression Models with Linear Algebra
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Building Regression Models with Linear Algebra
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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Infrastruktur AI: TPU Cloud
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Infrastruktur AI: TPU Cloud
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Innovating with Google Cloud Artificial Intelligence - Français
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Innovating with Google Cloud Artificial Intelligence - Français
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