microsoft / generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

microsoft / ai-agents-for-beginners

18 Lessons to Get Started Building AI Agents

anthropics / claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

DataTalksClub / data-engineering-zoomcamp

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

Liquid4All / cookbook

Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK

ed-donner / llm_engineering

Repo to accompany my mastering LLM engineering course

NirDiamant / agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

microsoft / mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

NVIDIA-NeMo / Nemotron

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

pyannote / pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

rasbt / ai-detector-from-scratch

End-to-end project training and building AI models / LLMs to detect AI-written text

towardsai / ragbook-notebooks

Repository for the "Building LLMs for Production" book by Towards AI.

terrier-org / pyterrier

A Python framework for performing information retrieval experiments, building on http://terrier.org/

imdigitalashish / gpt-from-scratch

A single executed notebook building and training a small GPT with RoPE and a phase-aware sparse MoE experiment

Harrypatria / Agentic-AI-Masterclass-Handbook-Usecases-Convergeni

Building AI agents and retrieval systems, a masterclass in LLM agents, RAG, and production deployment.

datawhalechina / happy-llm

📚 从零开始构建大模型