karpathy/nn-zero-to-hero

Neural Networks: Zero to Hero

Jupyter Notebook24K stars3.5K forks+270 today

What it does

This repository contains Jupyter notebooks and lecture videos that guide learners through building neural networks from scratch, covering topics like backpropagation, language modeling, and batch normalization. It's valuable for anyone looking to deepen their understanding of deep learning fundamentals.

Star history

Not enough history yet — 1 day(s) recorded. The daily snapshot builds this up.

Tracking

Last trending: 2026-05-30

Creator kit

Hook

Explore the magic behind neural networks with @karpathy's Neural Networks: Zero to Hero. Start coding and training your first model today! 🚀

Content angles

Create a series of tutorials based on this repo, focusing on practical applications in image recognition.
Develop interactive quizzes or challenges for each lecture to enhance learning engagement.
Record video summaries or key takeaways from the lectures for quick reference by busy learners.

Who should care

Students and professionals interested in deep learning and neural networks.