Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

11,366
lessons
Skills in this topic
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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
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
ML Fundamentals โšก AI Lesson
Accelerating Drug Discovery by Combining Quantum-Based Models w/ Machine Learning | NVIDIA GTC 2024
NVIDIA Developer Advanced 2y ago
AI Safety and Reliability // Petar Tsankov // MLOps podcast #218 clip
ML Fundamentals
AI Safety and Reliability // Petar Tsankov // MLOps podcast #218 clip
MLOps.community Beginner 2y ago
Bias Impact on Activation ๐ŸŽš๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 124 #ai #ml
ML Fundamentals โšก AI Lesson
Bias Impact on Activation ๐ŸŽš๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 124 #ai #ml
deeplizard Beginner 2y ago
Want a career in high demand? Learn how Software testing can be your key!๐Ÿ™Œ
ML Fundamentals
Want a career in high demand? Learn how Software testing can be your key!๐Ÿ™Œ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Cohen's Kappa : Data Science Basics
ML Fundamentals
Cohen's Kappa : Data Science Basics
ritvikmath Beginner 2y ago
Demystifying AI, ML, DL, and Data Science: Simplified Guide!
ML Fundamentals
Demystifying AI, ML, DL, and Data Science: Simplified Guide!
K-Transfer Beginner 2y ago
Learn to code for free with Stanford's Code in Place | The Topics
ML Fundamentals โšก AI Lesson
Learn to code for free with Stanford's Code in Place | The Topics
Stanford Online Beginner 2y ago
Learn to code for free with Stanford's Code in Place | Why you should join
ML Fundamentals
Learn to code for free with Stanford's Code in Place | Why you should join
Stanford Online Beginner 2y ago
Are Bias Nodes Learnable โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 123 #ai #ml
ML Fundamentals โšก AI Lesson
Are Bias Nodes Learnable โ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 123 #ai #ml
deeplizard Beginner 2y ago
ML Pro Tip: What You NEED to Know Before Deep Learning! #machinelearning
ML Fundamentals
ML Pro Tip: What You NEED to Know Before Deep Learning! #machinelearning
Jean Lee Beginner 2y ago
Revving Up Sales: How Carsales Boosts Profits with Metaflow
ML Fundamentals โšก AI Lesson
Revving Up Sales: How Carsales Boosts Profits with Metaflow
Outerbounds Intermediate 2y ago
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
ML Fundamentals โšก AI Lesson
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
DataCamp Intermediate 2y ago
Amazon Go โ€œmachine learningโ€ debacle explained
ML Fundamentals
Amazon Go โ€œmachine learningโ€ debacle explained
Sajjaad Khader Beginner 2y ago
Johannes Kolbe - Deep Learning in Computer Vision
ML Fundamentals โšก AI Lesson
Johannes Kolbe - Deep Learning in Computer Vision
Cohere Beginner 2y ago
Creating APIs For Machine Learning Models with FastAPI
ML Fundamentals โšก AI Lesson
Creating APIs For Machine Learning Models with FastAPI
NeuralNine Beginner 2y ago
Boost Your Data Integrity for Machine Learning Success
ML Fundamentals โšก AI Lesson
Boost Your Data Integrity for Machine Learning Success
Professor Charley T Beginner 2y ago
Intoduction of Differentiation and Partial Differentiation | GATE DA 2025 | GFG Noida Classroom
ML Fundamentals
Intoduction of Differentiation and Partial Differentiation | GATE DA 2025 | GFG Noida Classroom
GeeksforGeeks Beginner 2y ago
Increase Landing Page Conversions with Machine Learning Optimization
ML Fundamentals
Increase Landing Page Conversions with Machine Learning Optimization
Professor Charley T Beginner 2y ago
AI vs. AI Fight
ML Fundamentals โšก AI Lesson
AI vs. AI Fight
AI Warehouse Beginner 2y ago
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
ML Fundamentals โšก AI Lesson
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
MLOps.community Intermediate 2y ago
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
ML Fundamentals
Manual Testing vs Automation Testing | Manual vs Automation Testing | Edureka
edureka! Advanced 2y ago
Exploring basic terms & concepts - Unlock the world of programming with clear explanation.
ML Fundamentals โšก AI Lesson
Exploring basic terms & concepts - Unlock the world of programming with clear explanation.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Understanding AI from Scratch โ€“ Neural Networks Course
ML Fundamentals โšก AI Lesson
Understanding AI from Scratch โ€“ Neural Networks Course
freeCodeCamp.org Beginner 2y ago
A fireside chat with Jeanine Banks and Oriol Vinyals
ML Fundamentals
A fireside chat with Jeanine Banks and Oriol Vinyals
Google for Developers Beginner 2y ago
UNT | Online Information Session for U.S. & International Students | 03.26.24.
ML Fundamentals
UNT | Online Information Session for U.S. & International Students | 03.26.24.
Coursera Beginner 2y ago
When Higher Volatility is Better in the Stock Market : Call Options
ML Fundamentals โšก AI Lesson
When Higher Volatility is Better in the Stock Market : Call Options
ritvikmath Intermediate 2y ago
Human Stories in AI: Fabio Urbina
ML Fundamentals
Human Stories in AI: Fabio Urbina
StatQuest with Josh Starmer Beginner 2y ago
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
ML Fundamentals โšก AI Lesson
Setting Up External Server GPUs for AI/ML/DL - RTX 3090
TheDataDaddi Beginner 2y ago
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
ML Fundamentals
Daniela Rus & Gregory Mone | The Heart and the Chip: Our Bright Future with Robots | Talks at Google
Talks at Google Beginner 2y ago
Your New 8 GPU AI Daily Driver Rig: Supermicro SuperServer 4028GR-TRT
ML Fundamentals
Your New 8 GPU AI Daily Driver Rig: Supermicro SuperServer 4028GR-TRT
TheDataDaddi Intermediate 2y ago
Unveiling Bias Nodes ๐Ÿ“ˆ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 122 #ai #ml
ML Fundamentals โšก AI Lesson
Unveiling Bias Nodes ๐Ÿ“ˆ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 122 #ai #ml
deeplizard Beginner 2y ago
Backpropagation Uses What โ“๐Ÿ“Š - The Math Behind Backpropagation โ›“๏ธ - Topic 121 #ai #ml
ML Fundamentals โšก AI Lesson
Backpropagation Uses What โ“๐Ÿ“Š - The Math Behind Backpropagation โ›“๏ธ - Topic 121 #ai #ml
deeplizard Beginner 2y ago
Backpropagation in Action ๐Ÿš€ - Navigating Weight Updates ๐Ÿงญ - Topic 120 #ai #ml
ML Fundamentals โšก AI Lesson
Backpropagation in Action ๐Ÿš€ - Navigating Weight Updates ๐Ÿงญ - Topic 120 #ai #ml
deeplizard Beginner 2y ago
Safety First ๐Ÿšจ Lift Heavy with the Help of a Spotter ๐Ÿ’ช - Mandy
ML Fundamentals โšก AI Lesson
Safety First ๐Ÿšจ Lift Heavy with the Help of a Spotter ๐Ÿ’ช - Mandy
deeplizard Beginner 2y ago
Layer-by-Layer Weight Updates ๐Ÿ‹๏ธ - The Backprop Ripple Effect โšก - Topic 119 #ai #ml
ML Fundamentals โšก AI Lesson
Layer-by-Layer Weight Updates ๐Ÿ‹๏ธ - The Backprop Ripple Effect โšก - Topic 119 #ai #ml
deeplizard Beginner 2y ago
Optimizing Weight Updates ๐ŸŽฒ - Supervised Learning Dynamics ๐Ÿ“š - Topic 118 #ai #ml
ML Fundamentals โšก AI Lesson
Optimizing Weight Updates ๐ŸŽฒ - Supervised Learning Dynamics ๐Ÿ“š - Topic 118 #ai #ml
deeplizard Beginner 2y ago
Zooming in on Weight Adjustments ๐Ÿ” - Backpropagation's Role ๐ŸŽš๏ธ - Topic 117 #ai #ml
ML Fundamentals โšก AI Lesson
Zooming in on Weight Adjustments ๐Ÿ” - Backpropagation's Role ๐ŸŽš๏ธ - Topic 117 #ai #ml
deeplizard Beginner 2y ago
Forward/Backward Pass โžก๏ธโฌ…๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 116 #ai #ml
ML Fundamentals โšก AI Lesson
Forward/Backward Pass โžก๏ธโฌ…๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 116 #ai #ml
deeplizard Beginner 2y ago
Why Calculate Gradients ๐Ÿงฎโ“ - Stepping Towards Minimized Loss ๐ŸŽฏ - Topic 115 #ai #ml
ML Fundamentals โšก AI Lesson
Why Calculate Gradients ๐Ÿงฎโ“ - Stepping Towards Minimized Loss ๐ŸŽฏ - Topic 115 #ai #ml
deeplizard Beginner 2y ago
Adaptive Learning Rates ๐ŸŽ›๏ธ - Dynamic During Training ๐Ÿ”„ - Topic 114 #ai #ml
ML Fundamentals โšก AI Lesson
Adaptive Learning Rates ๐ŸŽ›๏ธ - Dynamic During Training ๐Ÿ”„ - Topic 114 #ai #ml
deeplizard Beginner 2y ago
The magic translator turning code into action - Compilerโœจ๐Ÿ’ป
ML Fundamentals
The magic translator turning code into action - Compilerโœจ๐Ÿ’ป
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy ๐Ÿ’ช
ML Fundamentals โšก AI Lesson
Unlock Better Posture on Your Next Break - Try IYTWs with Mandy ๐Ÿ’ช
deeplizard Beginner 2y ago
Common Coding Questions Part 2
ML Fundamentals
Common Coding Questions Part 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Learning Rate Schedule ๐Ÿข๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 113 #ai #ml
ML Fundamentals โšก AI Lesson
Learning Rate Schedule ๐Ÿข๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 113 #ai #ml
deeplizard Beginner 2y ago
Small Learning Rates ๐Ÿค - Take Time ๐Ÿข - Topic 112 #ai #ml
ML Fundamentals โšก AI Lesson
Small Learning Rates ๐Ÿค - Take Time ๐Ÿข - Topic 112 #ai #ml
deeplizard Beginner 2y ago
Common Coding Questions!
ML Fundamentals
Common Coding Questions!
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Empower your career with Data Science๐Ÿ“ˆ...Exploring Data science Job roles๐Ÿ’ฏ
ML Fundamentals
Empower your career with Data Science๐Ÿ“ˆ...Exploring Data science Job roles๐Ÿ’ฏ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Learning Rate Overshooting ๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 111 #ai #ml
ML Fundamentals โšก AI Lesson
Learning Rate Overshooting ๐Ÿ‡ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 111 #ai #ml
deeplizard Beginner 2y ago
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