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
