Repository Index

21 Lessons, Get Started Building with Generative AI

• ai
• chatgpt
• dall-e
• generativeai

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

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

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.

• csharp
• java
• javascript
• mcp

TranslatedThis project is a tutorial on developing large model applications, aimed at beginner developers. Read it online at: https://datawhalechina.github.io/llm-universe/

• langchain
• rag

YSDA course in Natural Language Processing

The repository host gives no description.

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

• agentic-ai
• langmem
• mcp
• openai-api

Open Machine Learning course

• machine-learning
• python
• course
• deep-learning

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

• machine-learning
• deep-learning
• pytorch
• mlops

The repository host gives no description.

📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南

• agentic-ai
• ai-agents
• astro
• chinese

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

• pytorch
• nlp
• deep-nlp-models
• stanford-univ

Machine Learning University: Accelerated Natural Language Processing Class

• machine-learning
• natural-language-processing
• deep-learning
• python

Mastering Applied AI, One Concept at a Time

• fine-tuning
• finetuning
• finetuning-llms
• inference