The Art of Command Line
Master the command line, in one page.
Resource type
38 curated course entries in the directory.
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Master the command line, in one page.
Interactive deep learning book with code, math and discussions.
Karpathy's course building neural networks from scratch, step by step.
60+ deep learning paper implementations with side-by-side notes.
A course to get into large language models with roadmaps and Colab notebooks.
Guides, papers, lessons and notebooks for prompt engineering, RAG and AI agents.
Microsoft's free 18-lesson course to start building AI agents.
70 hands-on cybersecurity projects, beginner to advanced.
Learn to develop, deploy and iterate on production-grade ML applications.
The official free course on Transformers and the Hugging Face ecosystem.
A tiny scalar-valued autograd engine with a PyTorch-like API.
Practical deep learning courses for coders.
A self-paced course to learn Rust, one exercise at a time.
Harvard's introduction to AI with Python.
Roadmap to becoming an Artificial Intelligence expert.
Bare bones NumPy implementations of machine learning models and algorithms.
50+ tutorials and implementations for generative AI agent techniques.
Python examples of popular ML algorithms with interactive Jupyter demos.
Harness engineering beginner tutorial, from 0 to 1.
The companion book for the math behind machine learning.
OpenAI's educational resource for learning deep reinforcement learning.
A straightforward method for training your LLM, from downloading data to generating text.
The complete MIT Deep Learning book in PDF, free by Goodfellow, Bengio and Courville.
AI courses and specializations from Andrew Ng.
Google's free self-study ML crash course.
A Chinese-language guide to vibe coding, AI pair programming and codex workflows.
Free courses on AI, LLMs and agents from Hugging Face.
A reading roadmap of deep learning papers for eager learners.
The most popular free course on how your brain learns.
VIP cheatsheets for Stanford's CS 229 Machine Learning course.
Free, hands-on micro-courses in data science and ML.
A free online course introducing AI to everyone.
A curated collection of the best deep learning, ML, RL, CV and NLP lectures.
A practical guide to building with open models.
A course for solopreneurs to build effective systems and avoid burnout.
How to build an AI-run company with Paperclip.
The definitive learning roadmap for building production AI agent systems.
Tiago Forte's course and method for organising digital notes.
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