#94 · Primary category: Education & Research

pytorch-deep-learning

deep-learning machine-learning pytorch

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Project last updated:02/11/26

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MIT

Why we included this project

This repository is the companion to the Zero to Mastery Learn PyTorch course, and it's one of the most complete free routes from PyTorch basics to actually shipping a model. The notebooks walk through fundamentals, neural network classification, computer vision, custom datasets, and transfer learning, then move into milestone projects on experiment tracking, paper replication, and putting a model on the web. That arc lines up with how PyTorch code looks in real projects, including the step where notebooks get turned into modular Python scripts. Each section pairs worked examples with exercises and extra-curriculum, so it works as a structured course and as a reference to dip into when you need a specific pattern. The online book version at learnpytorch.io makes the same material readable without running code, which is handy for quick lookups.

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