microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

GokuMohandas / Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

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

DataTalksClub / machine-learning-zoomcamp

Learn ML engineering for free in 4 months! Register here 👇🏼

duoan / TorchCode

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.

datawhalechina / llm-algo-leetcode

LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程，覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。

karpathy / micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API