Foundations

ML Fundamentals

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

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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
Lukas x Amjad: Cool Projects for the Replit x Weights & Biases ML Hackathon
ML Fundamentals โšก AI Lesson
Lukas x Amjad: Cool Projects for the Replit x Weights & Biases ML Hackathon
Weights & Biases Beginner 3y ago
Stable Diffusion AI Hairball Inputs - CFG Scale 1 to 30 w/ High Resolution
ML Fundamentals โšก AI Lesson
Stable Diffusion AI Hairball Inputs - CFG Scale 1 to 30 w/ High Resolution
deeplizard Beginner 3y ago
Advance your data science career with BlackbeltPlus
ML Fundamentals โšก AI Lesson
Advance your data science career with BlackbeltPlus
Analytics Vidhya Intermediate 3y ago
Patience And Practise Is The Key to Learn Anything
ML Fundamentals
Patience And Practise Is The Key to Learn Anything
Krish Naik Beginner 3y ago
Predictions for Future Changes in the Python Programming Language
ML Fundamentals
Predictions for Future Changes in the Python Programming Language
MLOps.community Intermediate 3y ago
Unlock your full potential with the BlackBelt Plus Program #shorts
ML Fundamentals โšก AI Lesson
Unlock your full potential with the BlackBelt Plus Program #shorts
Analytics Vidhya Beginner 3y ago
Oxford Impact Innovations Finance Programme
ML Fundamentals โšก AI Lesson
Oxford Impact Innovations Finance Programme
Saรฏd Business School, University of Oxford Beginner 3y ago
Are you using IMAGE PATCHES for your DEEP LEARNING models?
ML Fundamentals
Are you using IMAGE PATCHES for your DEEP LEARNING models?
Nicholas Renotte Beginner 3y ago
Why Beginners Quit Coding | Entri Elevate
ML Fundamentals โšก AI Lesson
Why Beginners Quit Coding | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Ready for the Mathematics for Machine Learning and Data Science Specialization? ๐Ÿš€
ML Fundamentals
Ready for the Mathematics for Machine Learning and Data Science Specialization? ๐Ÿš€
DeepLearningAI Advanced 3y ago
Reality Of Data Science Work- What We Learn Vs What We Work In Industries
ML Fundamentals
Reality Of Data Science Work- What We Learn Vs What We Work In Industries
Krish Naik Intermediate 3y ago
A day in life of a data scientist | Data Day Texas | Interview 12 authors/speakers
ML Fundamentals โšก AI Lesson
A day in life of a data scientist | Data Day Texas | Interview 12 authors/speakers
Sophia Yang Beginner 3y ago
Track Your PyTorch Geometric Machine Learning Experiments with Weights & Biases
ML Fundamentals
Track Your PyTorch Geometric Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
Self Attention in Transformer Neural Networks (with Code!)
ML Fundamentals โšก AI Lesson
Self Attention in Transformer Neural Networks (with Code!)
CodeEmporium Beginner 3y ago
The Use of Rules Engines in Cybersecurity Threat Detection // Jeremy Thomas Jordan // MLOps Shorts
ML Fundamentals
The Use of Rules Engines in Cybersecurity Threat Detection // Jeremy Thomas Jordan // MLOps Shorts
MLOps.community Beginner 3y ago
NVIDIA's Eye Contact Machine Learning Model is NUTS
ML Fundamentals
NVIDIA's Eye Contact Machine Learning Model is NUTS
Nicholas Renotte Beginner 3y ago
Java in 60 Seconds | Entri Elevate
ML Fundamentals
Java in 60 Seconds | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
The opportunities are endless!
ML Fundamentals
The opportunities are endless!
Coursera Beginner 3y ago
Louder for the people in the back! ๐Ÿ—ฃ
ML Fundamentals
Louder for the people in the back! ๐Ÿ—ฃ
Coursera Beginner 3y ago
Find The Next Insane AI Tools BEFORE Everyone Else
ML Fundamentals โšก AI Lesson
Find The Next Insane AI Tools BEFORE Everyone Else
Matt Wolfe Beginner 3y ago
GPT - Explained!
ML Fundamentals โšก AI Lesson
GPT - Explained!
CodeEmporium Advanced 3y ago
Ask Me Anything with Ed Grefenstette, Head of Machine Learning at Cohere
ML Fundamentals โšก AI Lesson
Ask Me Anything with Ed Grefenstette, Head of Machine Learning at Cohere
Cohere Beginner 3y ago
The KL Divergence : Data Science Basics
ML Fundamentals
The KL Divergence : Data Science Basics
ritvikmath Beginner 3y ago
Finetuning Whisper with Huggingface and Pytorch lightning, if we can lol
ML Fundamentals
Finetuning Whisper with Huggingface and Pytorch lightning, if we can lol
Aladdin Persson Beginner 3y ago
Learning about PyTorch Lightning and stuff :) pt. 3
ML Fundamentals
Learning about PyTorch Lightning and stuff :) pt. 3
Aladdin Persson Beginner 3y ago
Equivariant Neural Networks | Part 1/3 - Introduction
ML Fundamentals โšก AI Lesson
Equivariant Neural Networks | Part 1/3 - Introduction
DeepFindr Beginner 3y ago
Track Your PyTorch Geometric Machine Learning Experiments with Weights & Biases
ML Fundamentals
Track Your PyTorch Geometric Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
AvgWord2vec Indepth Intuition And Practical Implementation
ML Fundamentals
AvgWord2vec Indepth Intuition And Practical Implementation
Krish Naik Intermediate 3y ago
The Best Programming Language to Learn in 2023 | Entri Elevate
ML Fundamentals
The Best Programming Language to Learn in 2023 | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Machine Learning Model Development using Pandas, Numpy and Scikit-Learn| DataHour by Soumyabrata Roy
ML Fundamentals
Machine Learning Model Development using Pandas, Numpy and Scikit-Learn| DataHour by Soumyabrata Roy
Analytics Vidhya Beginner 3y ago
Transforming Business Challenges into Data Driven Solution | DataHour by Abhishek Ray
ML Fundamentals โšก AI Lesson
Transforming Business Challenges into Data Driven Solution | DataHour by Abhishek Ray
Analytics Vidhya Beginner 3y ago
Why Big Tech Companies Are Facing Massive Layoffs?
ML Fundamentals
Why Big Tech Companies Are Facing Massive Layoffs?
Krish Naik Beginner 3y ago
Turning my LipNET Machine Learning Model into an App?
ML Fundamentals โšก AI Lesson
Turning my LipNET Machine Learning Model into an App?
Nicholas Renotte Beginner 3y ago
Word Embeddings, Word2Vec And CBOW Indepth Intuition And Working- Part 1 | NLP For Machine Learning
ML Fundamentals
Word Embeddings, Word2Vec And CBOW Indepth Intuition And Working- Part 1 | NLP For Machine Learning
Krish Naik Beginner 3y ago
THIS is HARDEST MACHINE LEARNING model I've EVER coded
ML Fundamentals
THIS is HARDEST MACHINE LEARNING model I've EVER coded
Nicholas Renotte Beginner 3y ago
Demo Of AI Powered Nvidia Broadcast Eye Contact
ML Fundamentals
Demo Of AI Powered Nvidia Broadcast Eye Contact
Krish Naik Beginner 3y ago
Hi, itโ€™s me. And it could be you, too!
ML Fundamentals
Hi, itโ€™s me. And it could be you, too!
Coursera Beginner 3y ago
I can't STOP reading these Machine Learning Books!
ML Fundamentals
I can't STOP reading these Machine Learning Books!
Nicholas Renotte Beginner 3y ago
Creating your first resume? See how to feature and format your skills
ML Fundamentals
Creating your first resume? See how to feature and format your skills
Coursera Intermediate 3y ago
Reasons to participate in Data Science Blogathon | Win iPad & Cash Prizes #datascience  #contest
ML Fundamentals
Reasons to participate in Data Science Blogathon | Win iPad & Cash Prizes #datascience #contest
Analytics Vidhya Intermediate 3y ago
Uncovering the Secrets Behind App Creation! | Entri Elevate
ML Fundamentals โšก AI Lesson
Uncovering the Secrets Behind App Creation! | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
My Thoughts On Recent Layoffs And Recession
ML Fundamentals
My Thoughts On Recent Layoffs And Recession
Krish Naik Intermediate 3y ago
Learning about PyTorch Lightning on stream and stuff pt.2
ML Fundamentals
Learning about PyTorch Lightning on stream and stuff pt.2
Aladdin Persson Beginner 3y ago
Cristobal Valenzuela On How ML Enhancements Are Like Photoshop Was 20 Years Ago
ML Fundamentals โšก AI Lesson
Cristobal Valenzuela On How ML Enhancements Are Like Photoshop Was 20 Years Ago
Weights & Biases Intermediate 3y ago
Javascript in 60 Seconds | Entri Elevate
ML Fundamentals
Javascript in 60 Seconds | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Choosing a career: 7 ways to narrow your options
ML Fundamentals
Choosing a career: 7 ways to narrow your options
Coursera Beginner 3y ago
Win an Apple iPad | Data Science Blogathon is LIVE | Register Now #shorts #datascience #contest
ML Fundamentals
Win an Apple iPad | Data Science Blogathon is LIVE | Register Now #shorts #datascience #contest
Analytics Vidhya Intermediate 3y ago
Learning about PyTorch Lightning on stream
ML Fundamentals
Learning about PyTorch Lightning on stream
Aladdin Persson Beginner 3y ago
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Intro to Artificial Intelligence on Microsoft Azure
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Self-paced
Intro to Artificial Intelligence on Microsoft Azure
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Create a Superhero Name Generator with TensorFlow
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Self-paced
Create a Superhero Name Generator with TensorFlow
Opens on Coursera โ†—
AI & Quantum Computing โ€“ Zero to Expert Bootcamp
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Self-paced
AI & Quantum Computing โ€“ Zero to Expert Bootcamp
Opens on Coursera โ†—
Statistical Learning for Engineering Part 2
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Self-paced
Statistical Learning for Engineering Part 2
Opens on Coursera โ†—
AWS AutoGluon for Machine Learning Classification
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Self-paced
AWS AutoGluon for Machine Learning Classification
Opens on Coursera โ†—
Mask Detector with Python & TensorFlow: Build & Deploy
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Self-paced
Mask Detector with Python & TensorFlow: Build & Deploy
Opens on Coursera โ†—