
Neural Networks: Zero to Hero
Build neural networks, backprop, and GPT from scratch with Andrej Karpathy
New website projects launched by independent creators and studios today. Upvote your favorites before the daily reset!

Build neural networks, backprop, and GPT from scratch with Andrej Karpathy

MIT's official open courseware on deep neural networks & generative models

Harvard's legendary introduction to computer science & programming

Geometric, visual animations unlocking the core of linear algebra

Comprehensive end-to-end full stack web development roadmap on YouTube

Free full-stack open source curriculum for web developers

Curated front end interview preparation for busy software engineers

90+ in-depth UX case studies and 1,400+ real-world product teardowns

An interactive guide to design engineering and interfaces that feel right

An interactive guide to serving generative AI models in production

Practical deep learning for coders from the top down

Build production AI systems from first principles across 500+ free lessons

Interactive book on GPU kernels and inference performance traced to primary sources

Clear, illustrated guide to design patterns & clean architecture

The hands-on platform to master machine learning through code and GPU sandboxes

Build machine learning frameworks from scratch by hand

Learn software, DSA, and systems through visuals, interactivity, and practice

Learn Solidity and smart contract development by building a crypto game

Learn computer science and DSA by watching it move frame by frame

The definitive curated resource directory and community for Design Engineers

PostgreSQL internals and practical patterns, one concise topic at a time

Mapped technical learning across AI research, systems, and ML math

Deep-dive technical guide to LLM inference optimization & runtime mechanics

Free online Linux terminal and interactive command-line tutorials in your browser

The definitive curriculum for design engineers bridging design & code

Interactive in-browser lessons to master SQL queries quickly

The comprehensive online Docker and containerization training curriculum

Hand-curated swipe file of the best-performing content in the design space

25 interactive daily lessons to master modern generative AI concepts

Ideas for progress, scientific frontiers, and building long-lasting companies

Design-engineering concepts in concise, high-craft essays

Practical handbook for crafting fluid interfaces & micro-interactions

Visual architectural atlas of computer science & software fundamentals

Intuitive, visual, and applied mathematics for computer science

Master high-throughput decentralized applications in Rust

Concise lexicon and conceptual guide for the AI programming era
Learnlists is an independent, 100% free educational catalog with zero ads, zero sponsorships, and zero paywalls. Hosting edge infrastructure, verifying broken links, and hand-curating the internet's best learning platforms incurs continuous server costs. If Learnlists has helped you grow, consider fueling our servers with a crypto tip.