CIFAR-10 Classification: End-to-End Deep Learning PyTorch Tutorial

This repository serves as a hands-on tutorial covering the full lifecycle of a deep learning project for CIFAR-10 classification using PyTorch.

Structure

Each topic is split into:

• a markdown guide explaining concepts and design decisions
• multiple Jupyter notebooks demonstrating them in practice

Entry Point

tutorial.md links to each module in the intended order and explains how the pieces fit together.

Who This Is For

This tutorial is made for:

• students learning practical deep learning
• engineers transitioning from experimentation to production
• anyone looking to explore PyTorch’s full potential