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
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Importance Sampling
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Failure Distribution
Stanford Online Beginner 1y ago
Measuring the speed of light using Jupiter's moons
ML Fundamentals
Measuring the speed of light using Jupiter's moons
3Blue1Brown Intermediate 1y ago
Reinforcement Learning: Zero to Hero
ML Fundamentals
Reinforcement Learning: Zero to Hero
CodeEmporium Advanced 1y ago
Convolution Operation in CNNs ๐Ÿ”„ - Filter Mechanics ๐Ÿงฉ - Topic 266 #ai #ml
ML Fundamentals
Convolution Operation in CNNs ๐Ÿ”„ - Filter Mechanics ๐Ÿงฉ - Topic 266 #ai #ml
deeplizard Beginner 1y ago
How to fine-tune your models with just a few samples
ML Fundamentals
How to fine-tune your models with just a few samples
Underfitted Intermediate 1y ago
Data Science Gamechanger?
ML Fundamentals
Data Science Gamechanger?
Rob Mulla Beginner 1y ago
ByteDance's DreamActor-M1 Turns Photos Into Realistic Videos ๐Ÿคฏ
ML Fundamentals
ByteDance's DreamActor-M1 Turns Photos Into Realistic Videos ๐Ÿคฏ
Analytics Vidhya Intermediate 1y ago
Oxford MBA alumni profile: Nobuhle Ndlovu
ML Fundamentals
Oxford MBA alumni profile: Nobuhle Ndlovu
Saรฏd Business School, University of Oxford Intermediate 1y ago
5 functions you need to know to understand ML || A story of mathematical intuition.
ML Fundamentals
5 functions you need to know to understand ML || A story of mathematical intuition.
Paper in a Pod Beginner 1y ago
How Rad AI uses Weights & Biases to revolutionize radiology
ML Fundamentals
How Rad AI uses Weights & Biases to revolutionize radiology
Weights & Biases Beginner 1y ago
Passing Image Data to CNNs ๐Ÿ“ธ - Channel-Based Features ๐ŸŒˆ - Topic 265 #ai #ml
ML Fundamentals
Passing Image Data to CNNs ๐Ÿ“ธ - Channel-Based Features ๐ŸŒˆ - Topic 265 #ai #ml
deeplizard Beginner 1y ago
AI Vs ML Vs NLP #shorts #nlp #genai #ml #ai #data
ML Fundamentals
AI Vs ML Vs NLP #shorts #nlp #genai #ml #ai #data
codebasics Intermediate 1y ago
How to learn Deep Learning 2025
ML Fundamentals
How to learn Deep Learning 2025
Aladdin Persson Beginner 1y ago
10 Online Learning Benefits You Never Knew! ๐Ÿ“š
ML Fundamentals
10 Online Learning Benefits You Never Knew! ๐Ÿ“š
Coursera Beginner 1y ago
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
ML Fundamentals
Generative AI as it best with Python, OpenAI, and the Murf API (I stole this example)
Underfitted Beginner 1y ago
Honest Life Advice #shorts #life #purpose #data
ML Fundamentals
Honest Life Advice #shorts #life #purpose #data
codebasics Intermediate 1y ago
Create Diagrams in Minutes with Napkin AI! ๐Ÿง โœจ
ML Fundamentals
Create Diagrams in Minutes with Napkin AI! ๐Ÿง โœจ
Analytics Vidhya Beginner 1y ago
What Is Quantum Computers and How Will It Change Everything?
ML Fundamentals
What Is Quantum Computers and How Will It Change Everything?
Jean Lee Beginner 1y ago
Evolution of Neural Networks: Zero to Hero
ML Fundamentals
Evolution of Neural Networks: Zero to Hero
CodeEmporium Beginner 1y ago
Building a Machine Learning Portfolio
ML Fundamentals
Building a Machine Learning Portfolio
Aladdin Persson Beginner 1y ago
Can AI Help You Talk to Pets? ๐Ÿถ๐Ÿค–
ML Fundamentals
Can AI Help You Talk to Pets? ๐Ÿถ๐Ÿค–
GeeksforGeeks Beginner 1y ago
Data Meets Machine Learning - Marc Millstone
ML Fundamentals
Data Meets Machine Learning - Marc Millstone
Outerbounds Beginner 1y ago
Welcome Address - Nurcan Sonmez
ML Fundamentals
Welcome Address - Nurcan Sonmez
Outerbounds Intermediate 1y ago
Comparing ZenML, Metaflow, and all the other DAG tools
ML Fundamentals
Comparing ZenML, Metaflow, and all the other DAG tools
MLOps.community Intermediate 1y ago
Don't Start Data Science Without Knowing This! ๐Ÿ˜จ| Roadmap , Prerequisites & Salary
ML Fundamentals
Don't Start Data Science Without Knowing This! ๐Ÿ˜จ| Roadmap , Prerequisites & Salary
AI Coach John (Tamil) Beginner 1y ago
Want to Shape AI's Future? Become an AI Architect!
ML Fundamentals
Want to Shape AI's Future? Become an AI Architect!
Coursera Beginner 1y ago
Tutorial: AMT Coding Challenge (OUCC) Python Lesson. Same Close Diffrerent, Countdown.
ML Fundamentals
Tutorial: AMT Coding Challenge (OUCC) Python Lesson. Same Close Diffrerent, Countdown.
Creator Academy Australia Beginner 1y ago
Introducing Hal Kirkwood, Bodleian Business Librarian #oxforduniversity #booktube
ML Fundamentals
Introducing Hal Kirkwood, Bodleian Business Librarian #oxforduniversity #booktube
Saรฏd Business School, University of Oxford Beginner 1y ago
Creating an Inclusive AI Culture
ML Fundamentals
Creating an Inclusive AI Culture
MLOps.community Intermediate 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Guest Lecture: Anthony Corso, Terra AI
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Planning
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Falsification through Optimization
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 2
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Property Specification 1
Stanford Online Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I System Modeling
Stanford Online Beginner 1y ago
Understanding Convolutional Filters โš™๏ธ - CNN Architecture ๐Ÿ›๏ธ - Topic 264 #ai #ml
ML Fundamentals
Understanding Convolutional Filters โš™๏ธ - CNN Architecture ๐Ÿ›๏ธ - Topic 264 #ai #ml
deeplizard Beginner 1y ago
How to make Pandas extremely fast without changing any code.
ML Fundamentals
How to make Pandas extremely fast without changing any code.
Underfitted Intermediate 1y ago
Building Masterclass On-call - AI for Expert Guidance - Aman Gupta
ML Fundamentals
Building Masterclass On-call - AI for Expert Guidance - Aman Gupta
Outerbounds Intermediate 1y ago
Scaling the Construction of Entertainment Knowledge Graphs - Jayadev Chandrasekhar
ML Fundamentals
Scaling the Construction of Entertainment Knowledge Graphs - Jayadev Chandrasekhar
Outerbounds Intermediate 1y ago
Metaflow Functions - David Berg, Fan Yang
ML Fundamentals
Metaflow Functions - David Berg, Fan Yang
Outerbounds Intermediate 1y ago
Metaflow & AI - Ville Tuulos
ML Fundamentals
Metaflow & AI - Ville Tuulos
Outerbounds Intermediate 1y ago
Fostering Innovation in the Mauritius Ecosystem
ML Fundamentals
Fostering Innovation in the Mauritius Ecosystem
Stanford Online Intermediate 1y ago
This might be stupid, but I don't debug my code anymore
ML Fundamentals
This might be stupid, but I don't debug my code anymore
Underfitted Beginner 1y ago
The Future of AI: Progressing for Humanity's Benefit
ML Fundamentals
The Future of AI: Progressing for Humanity's Benefit
MLOps.community Intermediate 1y ago
AI's Role in Redefining Work Dynamics
ML Fundamentals
AI's Role in Redefining Work Dynamics
MLOps.community Intermediate 1y ago
Open Source Unity  Tackling Challenges Together!
ML Fundamentals
Open Source Unity Tackling Challenges Together!
MLOps.community Intermediate 1y ago
Sparse vs Dense Connections in Layers ๐ŸŒ - Neural Network Insights ๐Ÿ”ฌ - Topic 263 #ai #ml
ML Fundamentals
Sparse vs Dense Connections in Layers ๐ŸŒ - Neural Network Insights ๐Ÿ”ฌ - Topic 263 #ai #ml
deeplizard Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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AI Foundations for Creativity
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Self-paced
AI Foundations for Creativity
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Master Java Build Tools for ML Projects
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Master Java Build Tools for ML Projects
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IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
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Self-paced
IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
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Advanced Python: Data Science, Testing, and Distribution
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Self-paced
Advanced Python: Data Science, Testing, and Distribution
Opens on Coursera โ†—
Advanced Semantic Processing
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Advanced Semantic Processing
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Linear Algebra for ML and Analytics Training
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Linear Algebra for ML and Analytics Training
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