micrograd
A tiny scalar-valued autograd engine with a PyTorch-like API.
CourseLearningWebFree
4.8Visit
Course
Neural Networks: Zero to Hero
Karpathy's course building neural networks from scratch, step by step.
Day 43 since launch · Launched 25 August 2026
Made by Shushant LakhyaniKnow about Shushant Lakhyani hereGet all my visual guides hereSee what I can build for youAI+Tech+No-Code+Online Business Mini GuidesJoin the newsletter
Made by Shushant LakhyaniKnow about Shushant Lakhyani hereGet all my visual guides hereSee what I can build for youAI+Tech+No-Code+Online Business Mini GuidesJoin the newsletterBuilt with love by Shushant Lakhyani. Building bestproductivityresources.com
Screenshot or bookmark this page so you find it later, then share it with your network.
What is Neural Networks: Zero to Hero?
Neural Networks: Zero to Hero is Andrej Karpathy's celebrated video-and-notebook course that builds neural networks from absolute scratch — backpropagation, language models, and GPT — one concept at a time.
Pros
- Widely considered the best from-scratch NN course
- Code along with Jupyter notebooks
- Ends with building a GPT
Cons
- Requires Python comfort and time commitment
- Video pace is dense
Who should use Neural Networks: Zero to Hero
Anyone serious about understanding neural networks deeply, from zero.
Who may not need it
People wanting a quick overview rather than deep understanding.
Compare Neural Networks: Zero to Hero
Side-by-side comparisons and lists that include Neural Networks: Zero to Hero.
Neural Networks: Zero to Hero alternatives
Similar resources to Neural Networks: Zero to Hero, picked from the directory.
nanoGPT
The simplest, fastest repository for training and finetuning medium-sized GPTs.
FrameworkLearningmacOS, WindowsFree
4.8Visit
Dive into Deep Learning
Interactive deep learning book with code, math and discussions.
CourseLearningWebFree
4.9Visit
AI Agents for Beginners
Microsoft's free 18-lesson course to start building AI agents.
CourseLearningWebFree
4.8Visit
Hugging Face Course
The official free course on Transformers and the Hugging Face ecosystem.
CourseLearningWebFree
4.8Visit
LLM Course
A course to get into large language models with roadmaps and Colab notebooks.
CourseLearningWebFree
4.8Visit
Free alternatives to Neural Networks: Zero to Hero
Free resources that cover similar ground.
Made With ML
Learn to develop, deploy and iterate on production-grade ML applications.
CourseLearningWebFree
4.8Visit
Spinning Up in Deep RL
OpenAI's educational resource for learning deep reinforcement learning.
CourseLearningWebFree
4.7Visit
Annotated Deep Learning Paper Implementations
60+ deep learning paper implementations with side-by-side notes.
CourseLearningWebFree
4.8Visit
CS50 AI with Python
Harvard's introduction to AI with Python.
CourseLearningWebFree
4.8Visit
fast.ai
Practical deep learning courses for coders.
CourseLearningWebFree
4.8Visit
Prompt Engineering Guide
Guides, papers, lessons and notebooks for prompt engineering, RAG and AI agents.
CourseLearningWebFree
4.8Visit
Featured on Best Productivity Resources
Made Neural Networks: Zero to Hero? Add this free badge to your website or README. It links to this page.
<a href="https://bestproductivityresources.com/resources/neural-networks-zero-to-hero" target="_blank" rel="noopener"><img src="https://bestproductivityresources.com/badges/featured-light.svg" alt="Featured on Best Productivity Resources" width="250" height="54" /></a>