Neural Networks: Zero to Hero
Learn neural networks by implementing them in Python.
Karpathy builds up from derivatives and backpropagation to language modeling and transformers. The lessons teach the model internals along the way, but assume working Python and introductory mathematics.
- Level
- Intermediate to Advanced
- Models
- any
- Category
- Foundations
- Tags
- Source date
- date not stated
- Added
- 2026-10-18
- Last verified
- 2026-10-18
- Status
- ok
- Prerequisites
- Assumes basic LLM familiarity or the ability to read examples and configure a workflow.
- Subcategory
- courses and learning paths
- Region
- West
- Original language
- en
- Access
- free
- Resource reuse
- closed: No general open-reuse grant established from the inspected page. Closed is the conservative index bucket, not a legal finding; the resource is publicly readable. Facet definitions
Summary in our own words. Rights remain with the original creator. Credit and correction policy.