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
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
ML Fundamentals
Getting Started with Machine Learning: Supervised and Unsupervised Learning + Scikit-Learn
GeeksforGeeks Beginner 10mo ago
Unlocking ML Performance on TPUs and GPUs
ML Fundamentals
Unlocking ML Performance on TPUs and GPUs
Google Cloud Tech Beginner 10mo ago
Train your JAX models using model.fit(...) in Keras 3
ML Fundamentals
Train your JAX models using model.fit(...) in Keras 3
Google for Developers Beginner 10mo ago
Do more with Chrome DevTools and less CTRL + TAB
ML Fundamentals
Do more with Chrome DevTools and less CTRL + TAB
Chrome for Developers Beginner 10mo ago
Performance debugging in DevTools
ML Fundamentals
Performance debugging in DevTools
Chrome for Developers Beginner 10mo ago
What is JAX?
ML Fundamentals
What is JAX?
Google for Developers Beginner 10mo ago
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
ML Fundamentals
Abstracts: Heat Transfer and Deep Learning with Hongxia Hao and Bing Lv
Microsoft Research Beginner 10mo ago
Why do planes fly so high?
ML Fundamentals
Why do planes fly so high?
Veritasium Intermediate 10mo ago
#01 Myths & Realities to become a Data Scientist ๐Ÿšจ | Data Science Course Series in Tamil
ML Fundamentals
#01 Myths & Realities to become a Data Scientist ๐Ÿšจ | Data Science Course Series in Tamil
AI Coach John (Tamil) Beginner 10mo ago
Guess whatโ€™s coming to you soonโ€ฆ #data #shorts #ai #dataanalyst #datascientist
ML Fundamentals
Guess whatโ€™s coming to you soonโ€ฆ #data #shorts #ai #dataanalyst #datascientist
codebasics Intermediate 10mo ago
Oxford Bank Governance Programme
ML Fundamentals
Oxford Bank Governance Programme
Saรฏd Business School, University of Oxford Beginner 10mo ago
Zero Padding Thickness Depends on What โ“๐Ÿ“ - DL Beginner ๐Ÿ› ๏ธ - Topic 278 #ai #ml
ML Fundamentals
Zero Padding Thickness Depends on What โ“๐Ÿ“ - DL Beginner ๐Ÿ› ๏ธ - Topic 278 #ai #ml
deeplizard Beginner 10mo ago
Gen AI Engineer Roadmap 2025 #shorts #data #dataanalyst #genai #datascientist
ML Fundamentals
Gen AI Engineer Roadmap 2025 #shorts #data #dataanalyst #genai #datascientist
codebasics Intermediate 10mo ago
Adding memory to Cursor using MCP and a Knowledge Graph database
ML Fundamentals
Adding memory to Cursor using MCP and a Knowledge Graph database
Simon Willison (underfitted) Beginner 10mo ago
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
ML Fundamentals
Which Projects Will Surprise Tech Companies #shorts #tech #company #coding #jobs #project
WebKnower Beginner 10mo ago
Oxford Africa Business Forum: Building African Infrastructure - Collaboration for Growth
ML Fundamentals
Oxford Africa Business Forum: Building African Infrastructure - Collaboration for Growth
Saรฏd Business School, University of Oxford Intermediate 10mo ago
5 Jobs in High Demand: How to Find the Right One for You
ML Fundamentals
5 Jobs in High Demand: How to Find the Right One for You
Coursera Intermediate 10mo ago
How to Land a Machine Learning Engineering Role
ML Fundamentals
How to Land a Machine Learning Engineering Role
Jean Lee Beginner 10mo ago
What Zero Padding Achieves ๐Ÿšง - Deep Learning Beginner ๐Ÿ‘ถ - Topic 277 #ai #ml
ML Fundamentals
What Zero Padding Achieves ๐Ÿšง - Deep Learning Beginner ๐Ÿ‘ถ - Topic 277 #ai #ml
deeplizard Beginner 10mo ago
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
ML Fundamentals
Keras & TensorFlow Tutorial - Image classification with MLP - Code explained line by line
The Gradient Path Beginner 11mo ago
How to create a Dev Container for your project in Visual Studio Code
ML Fundamentals
How to create a Dev Container for your project in Visual Studio Code
Simon Willison (underfitted) Intermediate 11mo ago
This AI Learns Everything By Itself โ€” No Human Data Needed! ๐Ÿคฏ
ML Fundamentals
This AI Learns Everything By Itself โ€” No Human Data Needed! ๐Ÿคฏ
Analytics Vidhya Beginner 11mo ago
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
ML Fundamentals
Hackerโ€™s Perspective: Realistic AI Attack Scenarios
SANS Institute Beginner 11mo ago
The Human Element in AI: Why People Still Matter in a Machine-Led Era
ML Fundamentals
The Human Element in AI: Why People Still Matter in a Machine-Led Era
SANS Institute Beginner 11mo ago
Hash Collisions & The Birthday Paradox - Computerphile
ML Fundamentals
Hash Collisions & The Birthday Paradox - Computerphile
Computerphile Beginner 11mo ago
Part 1 | Hands-On End-to-End ML Model Deployment on Kubernetes | Introduction & Project Setup
ML Fundamentals
Part 1 | Hands-On End-to-End ML Model Deployment on Kubernetes | Introduction & Project Setup
Abonia Sojasingarayar Beginner 11mo ago
Primary Visual Cortex: How brain processes what we see
ML Fundamentals
Primary Visual Cortex: How brain processes what we see
CodeEmporium Advanced 11mo ago
Will AI kill humanity?
ML Fundamentals
Will AI kill humanity?
GeeksforGeeks Beginner 11mo ago
Never Give Up! #shorts #nevergiveup #motivation #data #dataanalyst
ML Fundamentals
Never Give Up! #shorts #nevergiveup #motivation #data #dataanalyst
codebasics Intermediate 10mo ago
Oxford Africa Business Forum: Financing African Growth from Within
ML Fundamentals
Oxford Africa Business Forum: Financing African Growth from Within
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: The Business of Development: Making Private Foreign Capital Work
ML Fundamentals
Oxford Africa Business Forum: The Business of Development: Making Private Foreign Capital Work
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
ML Fundamentals
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: State of the African Union
ML Fundamentals
Oxford Africa Business Forum: State of the African Union
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Strength in Unity - The Power of African Domestic Collaboration
ML Fundamentals
Oxford Africa Business Forum: Strength in Unity - The Power of African Domestic Collaboration
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Closing Address of the Oxford Africa Business Forum 2025
ML Fundamentals
Closing Address of the Oxford Africa Business Forum 2025
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Regional Integration - The Key to Africaโ€™s Growth?
ML Fundamentals
Oxford Africa Business Forum: Regional Integration - The Key to Africaโ€™s Growth?
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Technological Innovation and Global Integration
ML Fundamentals
Oxford Africa Business Forum: Technological Innovation and Global Integration
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Africaโ€™s Sporting Edge: Unlocking Growth and Global Recognition
ML Fundamentals
Oxford Africa Business Forum: Africaโ€™s Sporting Edge: Unlocking Growth and Global Recognition
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Africa's Homegrown Innovation -  Scaling Local Solutions
ML Fundamentals
Oxford Africa Business Forum: Africa's Homegrown Innovation - Scaling Local Solutions
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Africa's Place in the Global Economy
ML Fundamentals
Oxford Africa Business Forum: Africa's Place in the Global Economy
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Welcome remarks from the Oxford Africa Business Forum 2025
ML Fundamentals
Welcome remarks from the Oxford Africa Business Forum 2025
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Katsina State Government welcome
ML Fundamentals
Oxford Africa Business Forum: Katsina State Government welcome
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Oxford Africa Business Forum: Africa and the UK: A Shared Future
ML Fundamentals
Oxford Africa Business Forum: Africa and the UK: A Shared Future
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Opening remarks from the Oxford Africa Business Forum 2025
ML Fundamentals
Opening remarks from the Oxford Africa Business Forum 2025
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Distinguished Speaker Seminar: Sir John Kay
ML Fundamentals
Distinguished Speaker Seminar: Sir John Kay
Saรฏd Business School, University of Oxford Intermediate 10mo ago
Is Learning Python Difficult? #codebasics #python #shorts #data #dataanalyst #ai
ML Fundamentals
Is Learning Python Difficult? #codebasics #python #shorts #data #dataanalyst #ai
codebasics Beginner 11mo ago
Why is it Called Zero Padding โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 276 #ai #ml
ML Fundamentals
Why is it Called Zero Padding โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 276 #ai #ml
deeplizard Beginner 11mo ago
Common Mistake in Data Visualisation #data #visualisation #powerbi #dataanalyst #shorts
ML Fundamentals
Common Mistake in Data Visualisation #data #visualisation #powerbi #dataanalyst #shorts
codebasics Intermediate 11mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Machine Learning Operations (MLOps): Getting Started - Portuguรชs Brasileiro
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Machine Learning Operations (MLOps): Getting Started - Portuguรชs Brasileiro
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Computer Vision in Microsoft Azure
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Self-paced
Computer Vision in Microsoft Azure
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Managing Machine Learning Projects
๐Ÿ“š Coursera Course โ†—
Self-paced
Managing Machine Learning Projects
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Machine Learning: Concepts and Applications
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Self-paced
Machine Learning: Concepts and Applications
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The Ultimate Hands-On Hadoop
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Self-paced
The Ultimate Hands-On Hadoop
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Key Industry 4.0 Technologies in Manufacturing - 2
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Key Industry 4.0 Technologies in Manufacturing - 2
Opens on Coursera โ†—