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Generative AI for Beginners
Microsoft
微软官方《Generative AI for Beginners》21 讲入门课程：从大语言模型原理、提示工程、负责任 AI，到 RAG、向量数据库、AI Agent 与模型微调。英文原文 + AI 中文精读讲解，系统入门生成式 AI 应用开发。
中级AI 技术
目录（22 章）
- 1.Getting Started with this course
- 2.Introduction to Generative AI and Large Language Models
- 3.Exploring and comparing different LLMs
- 4.Using Generative AI Responsibly
- 5.Prompt Engineering Fundamentals
- 6.Creating Advanced prompts
- 7.Building Text Generation Applications
- 8.Building Generative AI-Powered Chat Applications
- 9.Building a Search Applications
- 10.Building Image Generation Applications
- 11.Building Low Code AI Applications
- 12.Integrating with function calling
- 13.Designing UX for AI Applications
- 14.Securing Your Generative AI Applications
- 15.The Generative AI Application Lifecycle
- 16.Retrieval Augmented Generation (RAG) and Vector Databases
- 17.Open Source Models
- 18.AI Agents
- 19.Fine-Tuning Your LLM
- 20.Introduction to Small Language Models for Generative AI for Beginners
- 21.Building with Mistral Models
- 22.Building With the Meta Family Models