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In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Open Data Platform for analysts, quants and AI agents.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without …
All notes and materials for the CS229: Machine Learning course by Stanford University
📌 📚 Solution of competitive programming problems, code templates, Data Structures and Algorithms, hackathons, interviews and much more.
An open-source RAG-based tool for chatting with your documents.
From the Transistor to the Web Browser, a rough outline for a 12 week course
Data Science Roadmap from A to Z
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
The definitive list of lists (of lists) curated on GitHub and elsewhere
Ruby Quiz is a fortnightly programming challenge for Ruby programmers. A new Ruby Quiz is sent to the Ruby Talk mailing list once every two weeks. Join us.
A complete daily plan for studying to become a machine learning engineer.
CSS talks you have to see covering CSS Grid, flexbox, custom variables, performance, frameworks, tooling, and more! 📺
Educational resources to learn to program (Foundation in Web Development)
Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc) — browse & search it at tpn.github.io/pdfs
Versioned database functions and triggers for Rails
A long list of (advanced) JavaScript questions, and their explanations ✨
Master the command line, in one page
All Algorithms implemented in Python
A collection of learning resources for curious software engineers
How to improve NGINX performance, security, and other important things.
A Collection of application ideas which can be used to improve your coding skills.
Squasher - squash your old migrations in a single command
Turbo-charged counter caches for your Rails app.