Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
I built a simple example using the new OpenAI Response API (this is cool!)
ML Fundamentals
I built a simple example using the new OpenAI Response API (this is cool!)
Underfitted Beginner 1y ago
The Hyper Moser (and other Mega Numbers) - Numberphile
ML Fundamentals
The Hyper Moser (and other Mega Numbers) - Numberphile
Numberphile Beginner 1y ago
Insights for a strong Executive MBA application Webinar
ML Fundamentals
Insights for a strong Executive MBA application Webinar
Saรฏd Business School, University of Oxford Intermediate 1y ago
The Ethics of Explainability in Human and AI decision-making | Carlo Cordasco
ML Fundamentals
The Ethics of Explainability in Human and AI decision-making | Carlo Cordasco
Saรฏd Business School, University of Oxford Beginner 1y ago
Top 3 Generative AI Stocks to Watch in 2025! ๐Ÿš€๐Ÿ“ˆ
ML Fundamentals
Top 3 Generative AI Stocks to Watch in 2025! ๐Ÿš€๐Ÿ“ˆ
Analytics Vidhya Intermediate 1y ago
Deep Learning with PyTorch Full Course | Master PyTorch, Tensors, and Neural Networks
ML Fundamentals
Deep Learning with PyTorch Full Course | Master PyTorch, Tensors, and Neural Networks
DataCamp Beginner 1y ago
7 Skills You Need to Become a Data Scientist in 2025 ๐Ÿ“Š
ML Fundamentals
7 Skills You Need to Become a Data Scientist in 2025 ๐Ÿ“Š
Coursera Beginner 1y ago
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
ML Fundamentals
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
MLOps.community Intermediate 1y ago
The #1 reason businesses donโ€™t fully trust AI yet
ML Fundamentals
The #1 reason businesses donโ€™t fully trust AI yet
Weights & Biases Beginner 1y ago
Analyzing Filter Values ๐Ÿ•ต๏ธ - Equal Influence of Pixels ๐Ÿ”„ - Topic 259 #ai #ml
ML Fundamentals
Analyzing Filter Values ๐Ÿ•ต๏ธ - Equal Influence of Pixels ๐Ÿ”„ - Topic 259 #ai #ml
deeplizard Beginner 1y ago
3 Things I dislike being a Data Scientist
ML Fundamentals
3 Things I dislike being a Data Scientist
Aladdin Persson Beginner 1y ago
AI in Production 2025 | Keynote
ML Fundamentals
AI in Production 2025 | Keynote
MLOps.community Intermediate 1y ago
The Four Fundamental Subspaces and Least Squares
ML Fundamentals
The Four Fundamental Subspaces and Least Squares
MIT OpenCourseWare Beginner 1y ago
Elimination and Factorization A = CR
ML Fundamentals
Elimination and Factorization A = CR
MIT OpenCourseWare Intermediate 1y ago
Building a 3D shooter game using AI alone (vibe-coding)
ML Fundamentals
Building a 3D shooter game using AI alone (vibe-coding)
Underfitted Beginner 1y ago
Python Beginners Project | Predict Cricket Score PART II | LIVE Project Building | GeeksforGeeks
ML Fundamentals
Python Beginners Project | Predict Cricket Score PART II | LIVE Project Building | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
AI Jobs Nobody Talks About
ML Fundamentals
AI Jobs Nobody Talks About
Jean Lee Beginner 1y ago
End to End Gen AI Course | Session 12 | LLM Architecture | Shortcut Connection
ML Fundamentals
End to End Gen AI Course | Session 12 | LLM Architecture | Shortcut Connection
GEN AI hub Beginner 1y ago
Top Edge Detection in Filters ๐Ÿ” - Analyzing Convolutional Output ๐ŸŒŸ - Topic 258 #ai #ml
ML Fundamentals
Top Edge Detection in Filters ๐Ÿ” - Analyzing Convolutional Output ๐ŸŒŸ - Topic 258 #ai #ml
deeplizard Beginner 1y ago
Top 10 programming courses by Google.
ML Fundamentals
Top 10 programming courses by Google.
Sahil & Sarra Beginner 1y ago
Art of asking questions #shorts #data #codebasics
ML Fundamentals
Art of asking questions #shorts #data #codebasics
codebasics Beginner 1y ago
AI Cricket Cheat Code?! Grok 3 Picks My Dream Team for India vs NZ!
ML Fundamentals
AI Cricket Cheat Code?! Grok 3 Picks My Dream Team for India vs NZ!
Analytics Vidhya Intermediate 1y ago
Python Beginners Project | Predict Cricket Score | LIVE Project Building | GeeksforGeeks
ML Fundamentals
Python Beginners Project | Predict Cricket Score | LIVE Project Building | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
How Can The New Generation Adapt In The World Of AI? #ai #careergrowth #datascience
ML Fundamentals
How Can The New Generation Adapt In The World Of AI? #ai #careergrowth #datascience
Data Science Dojo Intermediate 1y ago
Day3-Backend Code developemt- Custom Video Broadcaster
ML Fundamentals
Day3-Backend Code developemt- Custom Video Broadcaster
Krish Naik Beginner 1y ago
Stanford Seminar - A Billion Medical Devices - Using far from perfect ML to help patients
ML Fundamentals
Stanford Seminar - A Billion Medical Devices - Using far from perfect ML to help patients
Stanford Online Beginner 1y ago
A 1.58-Dimensional Object - Numberphile
ML Fundamentals
A 1.58-Dimensional Object - Numberphile
Numberphile Beginner 1y ago
AI: Intention Is All You Need - Naveen Rao Keynote at MWC25
ML Fundamentals
AI: Intention Is All You Need - Naveen Rao Keynote at MWC25
Databricks Intermediate 1y ago
Intro to Machine Learning featuring Generative AI
ML Fundamentals
Intro to Machine Learning featuring Generative AI
freeCodeCamp.org Beginner 1y ago
Day 2-AI Crash Course-Coding From Scratch Custom Video Broadcaster
ML Fundamentals
Day 2-AI Crash Course-Coding From Scratch Custom Video Broadcaster
Krish Naik Beginner 1y ago
5 Life Formulas for a Positive Outcome #shorts #codebasics #data #dataanalyst
ML Fundamentals
5 Life Formulas for a Positive Outcome #shorts #codebasics #data #dataanalyst
codebasics Beginner 1y ago
Meet NVIDIA Training Experts: Interview with the Program Director
ML Fundamentals
Meet NVIDIA Training Experts: Interview with the Program Director
NVIDIA Developer Intermediate 1y ago
Why Is Software Essential For Your Business? #genai #software #ai #datasciencedojo #aipodcast
ML Fundamentals
Why Is Software Essential For Your Business? #genai #software #ai #datasciencedojo #aipodcast
Data Science Dojo Beginner 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 15 - After DPO by Nathan Lambert
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 15 - After DPO by Nathan Lambert
Stanford Online Beginner 1y ago
Oxford Saรฏd Teen Summer Academy 2025
ML Fundamentals
Oxford Saรฏd Teen Summer Academy 2025
Saรฏd Business School, University of Oxford Intermediate 1y ago
Cross-Cloud Management Made Easy
ML Fundamentals
Cross-Cloud Management Made Easy
MLOps.community Beginner 1y ago
An Oxford Journey | Impact Measurement | Marcus Bleasdale
ML Fundamentals
An Oxford Journey | Impact Measurement | Marcus Bleasdale
Saรฏd Business School, University of Oxford Beginner 1y ago
Distinguished Speaker Seminar - Central Bank of Malaysia
ML Fundamentals
Distinguished Speaker Seminar - Central Bank of Malaysia
Saรฏd Business School, University of Oxford Intermediate 1y ago
Empowering leaders through the Bank Governance Programme | Lebohang Boshoff
ML Fundamentals
Empowering leaders through the Bank Governance Programme | Lebohang Boshoff
Saรฏd Business School, University of Oxford Beginner 1y ago
MCP is awesome and here is why.
ML Fundamentals
MCP is awesome and here is why.
Underfitted Beginner 1y ago
The Model Context Protocol (MCP) Explained (and one cool code example.)
ML Fundamentals
The Model Context Protocol (MCP) Explained (and one cool code example.)
Underfitted Beginner 1y ago
International Womens Day
ML Fundamentals
International Womens Day
Saรฏd Business School, University of Oxford Intermediate 1y ago
Why choose the Oxford Real Estate Programme?
ML Fundamentals
Why choose the Oxford Real Estate Programme?
Saรฏd Business School, University of Oxford Advanced 1y ago
How Filters Detect Edges in CNNs ๐Ÿ”ฌ - Analyzing Filter Values ๐Ÿ“ˆ - Topic 257 #ai #ml
ML Fundamentals
How Filters Detect Edges in CNNs ๐Ÿ”ฌ - Analyzing Filter Values ๐Ÿ“ˆ - Topic 257 #ai #ml
deeplizard Beginner 1y ago
The Oxford MBA: Empowering women, shaping leaders
ML Fundamentals
The Oxford MBA: Empowering women, shaping leaders
Saรฏd Business School, University of Oxford Beginner 1y ago
What are you reading on #worldbookday ? #BusinessSchool
ML Fundamentals
What are you reading on #worldbookday ? #BusinessSchool
Saรฏd Business School, University of Oxford Intermediate 1y ago
Distinguished Speaker Seminar for International Women's Day
ML Fundamentals
Distinguished Speaker Seminar for International Women's Day
Saรฏd Business School, University of Oxford Intermediate 1y ago
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 16 - ConvNets and TreeRNNs
ML Fundamentals
Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 16 - ConvNets and TreeRNNs
Stanford Online Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning Foundations
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Machine Learning Foundations
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Statistical Learning for Engineering Part 2
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Statistical Learning for Engineering Part 2
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Deep Neural Network for Beginners Using Python
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Deep Neural Network for Beginners Using Python
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Deploy ML Models to Production
๐Ÿ“š Coursera Course โ†—
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Deploy ML Models to Production
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Machine Learning for Engineers: Algorithms and Applications
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Self-paced
Machine Learning for Engineers: Algorithms and Applications
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 Unsupervised Machine Learning
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Unsupervised Machine Learning
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