Generative AI on Azure (15–20%)AI-900 Study Guide

What is Generative AI?

Objective 5.1 · Generative AI

Large Language Models (LLMs)

Objective 5.1 · Generative AI

Azure OpenAI Service

Objective 5.2 · Generative AI

Prompt Engineering Fundamentals

Objective 5.3 · Generative AI

Microsoft Copilot and AI-900

Objective 5.4 · Generative AI

Types of Generative AI: Text, Image, Code, Audio

Objective 5.1 · Generative AI

Foundation Models and Fine-Tuning

Objective 5.1 · Generative AI

GPT Models: GPT-3.5, GPT-4, o-Series

Objective 5.2 · Generative AI

DALL-E for Image Generation

Objective 5.2 · Generative AI

Azure OpenAI Deployments and API Access

Objective 5.2 · Generative AI

Zero-Shot, Few-Shot, and Chain-of-Thought Prompts

Objective 5.3 · Generative AI

System Messages and Grounding Prompts

Objective 5.3 · Generative AI

Retrieval Augmented Generation (RAG)

Objective 5.3 · Generative AI

Embeddings and Vector Search

Objective 5.3 · Generative AI

Azure AI Content Safety

Objective 5.4 · Generative AI

Microsoft Copilot Ecosystem

Objective 5.4 · Generative AI

Microsoft Copilot Studio

Objective 5.4 · Generative AI

Azure AI Foundry (Azure AI Hub)

Objective 5.2 · Generative AI

Azure AI Search for RAG Applications

Objective 5.3 · Generative AI

Azure OpenAI Fine-Tuning

Objective 5.2 · Generative AI