Foundations

ML Fundamentals

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

11,346
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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
How to Become an AI Engineer: Free Roadmap
ML Fundamentals
How to Become an AI Engineer: Free Roadmap
Jean Lee Beginner 1y ago
Alex Connock - #Media and #AI, Look ahead #2025
ML Fundamentals โšก AI Lesson
Alex Connock - #Media and #AI, Look ahead #2025
Saรฏd Business School, University of Oxford Intermediate 1y ago
Full Python Course in 10 Minutes: Free Learning
ML Fundamentals
Full Python Course in 10 Minutes: Free Learning
Jean Lee Beginner 1y ago
Filter Traversal in CNNs ๐Ÿ›ค๏ธ - Understanding Convolution Steps ๐Ÿ”„ - Topic 238 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Traversal in CNNs ๐Ÿ›ค๏ธ - Understanding Convolution Steps ๐Ÿ”„ - Topic 238 #ai #ml
deeplizard Beginner 1y ago
How is Artificial Intelligence different from Traditional Programming?
ML Fundamentals
How is Artificial Intelligence different from Traditional Programming?
AI For Beginners Beginner 1y ago
Generative AI Roadmap 2025 | Roadmap to Become a Generative AI Expert for Beginners
ML Fundamentals
Generative AI Roadmap 2025 | Roadmap to Become a Generative AI Expert for Beginners
Analytics Vidhya Beginner 1y ago
Convolution Operations in CNNs ๐Ÿ”ฌ - Deep Dive into Filter Mechanics โš™๏ธ - Topic 237 #ai #ml
ML Fundamentals โšก AI Lesson
Convolution Operations in CNNs ๐Ÿ”ฌ - Deep Dive into Filter Mechanics โš™๏ธ - Topic 237 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Roadmap in 50 Seconds
ML Fundamentals
Machine Learning Roadmap in 50 Seconds
GeeksforGeeks Beginner 1y ago
What's Your Least Favourite Programming Language? (2024 soundcheck question) - Computerphile
ML Fundamentals โšก AI Lesson
What's Your Least Favourite Programming Language? (2024 soundcheck question) - Computerphile
Computerphile Beginner 1y ago
Join Entri Elevate Coding Course Now โœจ
ML Fundamentals
Join Entri Elevate Coding Course Now โœจ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
I Day Traded $1000 of Grocery and Retail Stocks
ML Fundamentals
I Day Traded $1000 of Grocery and Retail Stocks
ritvikmath Intermediate 1y ago
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ML Fundamentals
Pentominoes and other Polyominoes - Numberphile
Numberphile Beginner 1y ago
Retail reimagined: Currys data-first strategy to driving growth and improving operations
ML Fundamentals โšก AI Lesson
Retail reimagined: Currys data-first strategy to driving growth and improving operations
Databricks Beginner 1y ago
5 Climate Change Careers to Consider in 2025
ML Fundamentals
5 Climate Change Careers to Consider in 2025
Coursera Beginner 1y ago
All Machine Learning Beginner Mistakes explained in 17 Min
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ML Fundamentals โšก AI Lesson
All Machine Learning Beginner Mistakes explained in 17 Min
Infinite Codes Beginner 1y ago
Building an ML Platform from scratch
ML Fundamentals โšก AI Lesson
Building an ML Platform from scratch
MLOps.community Intermediate 1y ago
Career Transition into Big Data | Navigating the Future of DE Careers | Big Data Engineering
ML Fundamentals
Career Transition into Big Data | Navigating the Future of DE Careers | Big Data Engineering
Krish Naik Beginner 1y ago
Unlock Unreal Performance with Small Models!
ML Fundamentals
Unlock Unreal Performance with Small Models!
MLOps.community Advanced 1y ago
XZ Exploit - Computerphile
ML Fundamentals โšก AI Lesson
XZ Exploit - Computerphile
Computerphile Beginner 1y ago
Webinar: Ace your impact finance application
ML Fundamentals
Webinar: Ace your impact finance application
Saรฏd Business School, University of Oxford Intermediate 1y ago
AWS Reinvent 2024 Las Vegas- Day 3 Expo
ML Fundamentals
AWS Reinvent 2024 Las Vegas- Day 3 Expo
Krish Naik Intermediate 1y ago
The Anti-Parker Square - Numberphile
ML Fundamentals
The Anti-Parker Square - Numberphile
Numberphile Beginner 1y ago
Data + AI World Tour Paris 2024
ML Fundamentals โšก AI Lesson
Data + AI World Tour Paris 2024
Databricks Intermediate 1y ago
Triplet Loss : Data Science Basics
ML Fundamentals
Triplet Loss : Data Science Basics
ritvikmath Beginner 1y ago
Mastering Your Data with Sajith Wickramasekara
ML Fundamentals โšก AI Lesson
Mastering Your Data with Sajith Wickramasekara
a16z Beginner 1y ago
No Priors Ep. 93 | With Akash Systems' Felix Ejeckam and Ty Mitchell
ML Fundamentals
No Priors Ep. 93 | With Akash Systems' Felix Ejeckam and Ty Mitchell
No Priors: AI, Machine Learning, Tech, & Startups Beginner 1y ago
AI Learns to Play Dodgeball!  #ai #deeplearning #aiwarehouse
ML Fundamentals โšก AI Lesson
AI Learns to Play Dodgeball! #ai #deeplearning #aiwarehouse
AI Warehouse Beginner 1y ago
Stanford Webinar - Creating Fair, Useful, and Reliable AI in Healthcare
ML Fundamentals
Stanford Webinar - Creating Fair, Useful, and Reliable AI in Healthcare
Stanford Online Beginner 1y ago
A must read book. #codebasics #shorts #data #dataanalyst #finance
ML Fundamentals โšก AI Lesson
A must read book. #codebasics #shorts #data #dataanalyst #finance
codebasics Beginner 1y ago
The First Step is my best step๐Ÿ”ฅ| Full Stack Web Development | Entri App #graduation2024
ML Fundamentals
The First Step is my best step๐Ÿ”ฅ| Full Stack Web Development | Entri App #graduation2024
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Data Augmentation in PyTorch: Improve Models with Existing Data
ML Fundamentals โšก AI Lesson
Data Augmentation in PyTorch: Improve Models with Existing Data
NeuralNine Beginner 1y ago
Best Programming Languages to Learn in 2025
ML Fundamentals
Best Programming Languages to Learn in 2025
Jean Lee Beginner 1y ago
CNN Convolution Process Step-by-Step ๐Ÿšถ - Visualizing Filter Operations ๐Ÿ“Š - Topic 236 #ai #ml
ML Fundamentals โšก AI Lesson
CNN Convolution Process Step-by-Step ๐Ÿšถ - Visualizing Filter Operations ๐Ÿ“Š - Topic 236 #ai #ml
deeplizard Beginner 1y ago
Filter Numbers and Sizes in CNNs ๐Ÿ“ - Customizing Convolutional Layers ๐Ÿ”ง - Topic 235 #ai #ml
ML Fundamentals โšก AI Lesson
Filter Numbers and Sizes in CNNs ๐Ÿ“ - Customizing Convolutional Layers ๐Ÿ”ง - Topic 235 #ai #ml
deeplizard Beginner 1y ago
What Does Graphana Labs Do-Open Source MLOPS monitoring #awsreinvent2024
ML Fundamentals
What Does Graphana Labs Do-Open Source MLOPS monitoring #awsreinvent2024
Krish Naik Intermediate 1y ago
Understanding CNN Filters ๐Ÿงฌ - What Makes a Filter? ๐Ÿ” - Topic 234 #ai #ml
ML Fundamentals โšก AI Lesson
Understanding CNN Filters ๐Ÿงฌ - What Makes a Filter? ๐Ÿ” - Topic 234 #ai #ml
deeplizard Beginner 1y ago
Mind Blowing Fact  More Docs Boosts Performance!
ML Fundamentals
Mind Blowing Fact More Docs Boosts Performance!
MLOps.community Advanced 1y ago
Avoiding the Premature Optimization Trap
ML Fundamentals
Avoiding the Premature Optimization Trap
MLOps.community Advanced 1y ago
Oxford MBA: Careers CV workshop
ML Fundamentals
Oxford MBA: Careers CV workshop
Saรฏd Business School, University of Oxford Intermediate 1y ago
A Number to the Power of a Matrix - Numberphile
ML Fundamentals
A Number to the Power of a Matrix - Numberphile
Numberphile Beginner 1y ago
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
ML Fundamentals โšก AI Lesson
Advanced Pattern Detection in CNNs ๐ŸŽฏ - From Edges to Objects ๐Ÿ–Œ๏ธ - Topic 233 #ai #ml
deeplizard Beginner 1y ago
Databricks at AWS re:Invent 2024
ML Fundamentals โšก AI Lesson
Databricks at AWS re:Invent 2024
Databricks Intermediate 1y ago
Live-Implementing End To End Big Data Engineering Project With Cloud Part 2
ML Fundamentals
Live-Implementing End To End Big Data Engineering Project With Cloud Part 2
Krish Naik Beginner 1y ago
AI Engineer Roadmap: Essential Steps
ML Fundamentals
AI Engineer Roadmap: Essential Steps
Jean Lee Intermediate 1y ago
Webinar: Breaking barriers - Leadership in complex systems
ML Fundamentals
Webinar: Breaking barriers - Leadership in complex systems
Saรฏd Business School, University of Oxford Beginner 1y ago
How Path Tracing Makes Computer Graphics Look Awesome - Computerphile
ML Fundamentals โšก AI Lesson
How Path Tracing Makes Computer Graphics Look Awesome - Computerphile
Computerphile Intermediate 1y ago
๐ŸŽ‰Successfully Completed: Coding Conferment Ceremony 2024 ๐ŸŽ‰| Success Story #entriapp #graduation2024
ML Fundamentals
๐ŸŽ‰Successfully Completed: Coding Conferment Ceremony 2024 ๐ŸŽ‰| Success Story #entriapp #graduation2024
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Introduction To Databricks and Spark | Big Data Engineering
ML Fundamentals
Introduction To Databricks and Spark | Big Data Engineering
Krish Naik Beginner 1y ago
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