Generative AI for Beginners（微软官方入门课）

Learn the fundamentals of building Generative AI applications with our 21-lesson comprehensive course by Microsoft Cloud Advocates.

课时

• 🌐 Multi-Language Support
  • Arabic
• 🗃️ Lessons
  • Introduction to Generative AI and LLMs
  • Exploring and comparing different LLMs
  • Using Generative AI Responsibly
  • Understanding Prompt Engineering Fundamentals
  • Creating Advanced Prompts
  • Building Text Generation Applications
  • Building Chat Applications
  • Building Search Apps Vector Databases
  • Building Image Generation Applications
  • Building Low Code AI Applications
  • Integrating External Applications with Function Calling
  • Designing UX for AI Applications
  • Securing Your Generative AI Applications
  • The Generative AI Application Lifecycle
  • Retrieval Augmented Generation (RAG) and Vector Databases
  • Open Source Models and Hugging Face
  • AI Agents
  • Fine-Tuning LLMs
  • Building with SLMs
  • Building with Mistral Models
  • Building with Meta Models
• 00-course-setup
  • Cloud Setup ☁️ – GitHub Codespaces
  • Local Setup 🖥️
  • Choosing & Configuring an LLM Provider 🔑
• 08-building-search-applications
  • Transcription data prep
• 15-rag-and-vector-databases
  • data
    • Neural Network Frameworks
    • Introduction to Neural Networks. Multi-Layered Perceptron
    • Introduction to Neural Networks: Perceptron
• 18-fine-tuning
  • Resources For Self-Guided Learning
• 文档
  • Enhanced Features and Improvements Roadmap
  • Security Guidelines for Generative AI Applications

开始学习 → Cloud Setup ☁️ – GitHub Codespaces