đ ď¸ Applied Generative Engineering & Production Frameworks
- DataTalksClub LLM Zoomcamp: A hands-on, 10-week engineering course syllabus focused on building practical, production-ready GenAI apps. The extensive notes walk through step-by-step implementations of Retrieval-Augmented Generation (RAG), hybrid search engines, vector lookups, re-ranking systems, and LLM monitoring.
đ LLM Zoomcamp GitHub Repository [1, 2, 3, 4, 5] - Creative AI Agent Development & MCP Syllabus: A comprehensive repository mapping out advanced workflows for AI application practitioners. The course notes focus explicitly on custom agent modeling, advanced prompt protocols, and the newly established Model Context Protocol (MCP) to securely link LLMs to data environments.
đ LLM-RAG-Agent-Tutorial GitHub Repository [1] - TensorFlow User Group: Generative AI Full Course: A highly structured curriculum organizing multi-module slides and code exercises. It is designed to provide developers with complete building blocks for local generative deployment using PyTorch and Jupyter environments.
đ TFUG Generative AI Full Course GitHub Repository [1]