The Ultimate Machine Learning Resources for Beginners and Intermediate Enthusiasts

The Ultimate Machine Learning Resources for Beginners and Intermediate Enthusiasts

The Ultimate Machine Learning Resources for Beginners and Intermediate Enthusiasts

Home
Learn important machine learning concepts hands-on by writing PyTorch code.
Home - Made With ML
Learn how to responsibly design, develop, deploy and iterate on production ML applications.
Tensorflow — Neural Network Playground
Tinker with a real neural network right here in your browser.
Understanding binary cross-entropy / log loss: a visual explanation
Have you ever thought about what exactly does it mean to use this loss function?
Precision/Recall Tradeoff
Precision/Recall Tradeoff
Making Deep Learning go Brrrr From First Principles
CNN Explainer
An interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs).
How to Train State-Of-The-Art Models Using TorchVision’s Latest Primitives

LLMs

My colabs from PyTorch for Deep learning & Machine Learning Youtube video

Linear regression

Google Colaboratory

Classification

Google Colaboratory

Computer vision

Google Colaboratory

Custom DataSets and DataLoaders (pyTorch)

Google Colaboratory