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
Oxford MBA: Explore the programme
ML Fundamentals ⚡ AI Lesson
Oxford MBA: Explore the programme
Saïd Business School, University of Oxford Beginner 6mo ago
Method Overriding in Python | 51
ML Fundamentals
Method Overriding in Python | 51
Telusko Beginner 6mo ago
State of AI Review - Part 1
ML Fundamentals
State of AI Review - Part 1
West Coast Machine Learning Advanced 6mo 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 6mo ago
What is Data Science?
ML Fundamentals ⚡ AI Lesson
What is Data Science?
Guru99 Beginner 6mo ago
Machine Learning Roadmap 2026 | How To Become An Machine Learning Engineer | #shorts #simplilearn
ML Fundamentals
Machine Learning Roadmap 2026 | How To Become An Machine Learning Engineer | #shorts #simplilearn
Simplilearn Intermediate 6mo ago
Applied Deep Learning 2025 - Lecture 12 - Serving, Optimizing, and Practical Aspects
ML Fundamentals
Applied Deep Learning 2025 - Lecture 12 - Serving, Optimizing, and Practical Aspects
Alexander Pacha Beginner 6mo 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 6mo ago
An Unexpected Twist on Möbius Strips - Numberphile
ML Fundamentals
An Unexpected Twist on Möbius Strips - Numberphile
Numberphile Beginner 6mo ago
Polymorphism and Duck Typing in Python | 49
ML Fundamentals
Polymorphism and Duck Typing in Python | 49
Telusko Intermediate 6mo ago
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
ML Fundamentals ⚡ AI Lesson
Exploring the Origins with Word2Vec | Vector Databases for Beginners | Part 3
Data Science Dojo Beginner 6mo 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 6mo ago
AI in Coding  Proven Success and Impact
ML Fundamentals
AI in Coding Proven Success and Impact
MLOps.community Intermediate 6mo ago
What is a Neural Network? Explained in very simple terms #ai  #machinelearning #neuralnetworks
ML Fundamentals
What is a Neural Network? Explained in very simple terms #ai #machinelearning #neuralnetworks
ThinkTech Beginner 6mo ago
What is PyTorch?
ML Fundamentals ⚡ AI Lesson
What is PyTorch?
Guru99 Beginner 6mo ago
Building Faster and Smarter AI Systems with Nemotron
ML Fundamentals ⚡ AI Lesson
Building Faster and Smarter AI Systems with Nemotron
NVIDIA Developer Beginner 6mo ago
IIT Level project for your resume (Secret) #tech #projects #IIT
ML Fundamentals
IIT Level project for your resume (Secret) #tech #projects #IIT
hackathonwalebhaiya Beginner 6mo ago
Procedural Generation in Games - Computerphile
ML Fundamentals ⚡ AI Lesson
Procedural Generation in Games - Computerphile
Computerphile Beginner 6mo ago
Mistral’s Devstral 2 Is the New Coding Beast — Open & Powerful!
ML Fundamentals
Mistral’s Devstral 2 Is the New Coding Beast — Open & Powerful!
Analytics Vidhya Advanced 6mo ago
K-Means Clustering in Python | Machine Learning Series | Day 21
ML Fundamentals
K-Means Clustering in Python | Machine Learning Series | Day 21
AnuTech-CH Beginner 6mo 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 6mo 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 6mo ago
The Ever Evolving Battle Against Fraud in Data Science
ML Fundamentals ⚡ AI Lesson
The Ever Evolving Battle Against Fraud in Data Science
MLOps.community Intermediate 6mo 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 6mo 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 6mo 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 6mo ago
Software Engineers: Your Job Path Just Changed
ML Fundamentals
Software Engineers: Your Job Path Just Changed
Jean Lee Beginner 6mo ago
Feature Pyramid Networks - Explained!
ML Fundamentals ⚡ AI Lesson
Feature Pyramid Networks - Explained!
CodeEmporium Advanced 6mo ago
Tensor Logic "Unifies" AI Paradigms [Pedro Domingos]
ML Fundamentals
Tensor Logic "Unifies" AI Paradigms [Pedro Domingos]
Machine Learning Street Talk Beginner 6mo ago
Smart Way to Use AI in Your Application 💡
ML Fundamentals
Smart Way to Use AI in Your Application 💡
Coursera Intermediate 6mo ago
How to Teach Databricks Genie Your Business Language
ML Fundamentals ⚡ AI Lesson
How to Teach Databricks Genie Your Business Language
Databricks Intermediate 7mo ago
ADAM Optimization Algorithm Explained Visually | Deep Learning #13
ML Fundamentals
ADAM Optimization Algorithm Explained Visually | Deep Learning #13
ByteQuest Beginner 7mo ago
Exploring Quantum Computing & Python Frameworks | Real Python Podcast #276
ML Fundamentals
Exploring Quantum Computing & Python Frameworks | Real Python Podcast #276
Real Python Beginner 7mo ago
Machine Learning in Production, now available at DeepLearning.AI
ML Fundamentals
Machine Learning in Production, now available at DeepLearning.AI
DeepLearningAI Intermediate 7mo ago
K-Means Clustering | Machine Learning Series | Day 20
ML Fundamentals
K-Means Clustering | Machine Learning Series | Day 20
AnuTech-CH Beginner 7mo ago
PyTorch Tutoria #l:5 Build Custom Datasets, DataLoaders & Transforms from Scratch
ML Fundamentals
PyTorch Tutoria #l:5 Build Custom Datasets, DataLoaders & Transforms from Scratch
Mohamed Naji Aboo Beginner 7mo ago
Gaurav Gaonkar - From Academia Research to Applied ML Lessons from Academia & Industry
ML Fundamentals ⚡ AI Lesson
Gaurav Gaonkar - From Academia Research to Applied ML Lessons from Academia & Industry
Cohere Intermediate 7mo ago
RMSProp Optimizer Visually Explained | Deep Learning #12
ML Fundamentals
RMSProp Optimizer Visually Explained | Deep Learning #12
ByteQuest Beginner 7mo ago
Student Stress Level Prediction Project by Tanvi Joshi
ML Fundamentals
Student Stress Level Prediction Project by Tanvi Joshi
CloudxLab Official Intermediate 7mo ago
Why JAX and Flax NNX?
ML Fundamentals
Why JAX and Flax NNX?
Google for Developers Advanced 7mo ago
Introducing Flax NNX (Part 3)
ML Fundamentals
Introducing Flax NNX (Part 3)
Google for Developers Beginner 7mo ago
Machine Learning Engineer Salary: How Much Can You Earn in AI? | #shorts #simplilearn
ML Fundamentals
Machine Learning Engineer Salary: How Much Can You Earn in AI? | #shorts #simplilearn
Simplilearn Advanced 6mo ago
What is AI? | Introduction to Artificial Intelligence | AI Explained 7 Minutes | Simplilearn
ML Fundamentals
What is AI? | Introduction to Artificial Intelligence | AI Explained 7 Minutes | Simplilearn
Simplilearn Beginner 6mo ago
Top Python Libraries to Learn for AI in 2026  #shorts #simplilearn
ML Fundamentals
Top Python Libraries to Learn for AI in 2026 #shorts #simplilearn
Simplilearn Intermediate 7mo ago
Sora 2 vs Veo 3.1 Comparison: Best AI Video Generator Explained | #Shorts | #Simplilearn
ML Fundamentals
Sora 2 vs Veo 3.1 Comparison: Best AI Video Generator Explained | #Shorts | #Simplilearn
Simplilearn Advanced 7mo ago
Instant 3D World Generation with AI | Future of Content Creation | #shorts #simplilearn
ML Fundamentals
Instant 3D World Generation with AI | Future of Content Creation | #shorts #simplilearn
Simplilearn Advanced 7mo ago
This Structure Screams 'AI Wrote Me!' ⚠️
ML Fundamentals
This Structure Screams 'AI Wrote Me!' ⚠️
Coursera Beginner 7mo ago
Stock Price Prediction Using Machine Learning | Python Machine Learning Projects | Simplilearn
ML Fundamentals
Stock Price Prediction Using Machine Learning | Python Machine Learning Projects | Simplilearn
Simplilearn Beginner 7mo ago
📚 Continue on Coursera External links · Free to audit
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TensorFlow for Beginners: Basic Binary Image Classification
📚 External: Coursera ↗
Self-paced
TensorFlow for Beginners: Basic Binary Image Classification
Opens on Coursera ↗
GenAI for Compensation Analysis in Law Firms
📚 External: Coursera ↗
Self-paced
GenAI for Compensation Analysis in Law Firms
Opens on Coursera ↗
Infrastruktur AI: TPU Cloud
📚 External: Coursera ↗
Self-paced
Infrastruktur AI: TPU Cloud
Opens on Coursera ↗
Introduction to Image Generation - Português Brasileiro
📚 External: Coursera ↗
Self-paced
Introduction to Image Generation - Português Brasileiro
Opens on Coursera ↗
Basic Math: Derivatives
📚 External: Coursera ↗
Self-paced
Basic Math: Derivatives
Opens on Coursera ↗
Graduate Admission Prediction with Pyspark ML
📚 External: Coursera ↗
Self-paced
Graduate Admission Prediction with Pyspark ML
Opens on Coursera ↗