AI-900: Generative AI Workloads on Azure
Generative AI models, Microsoft Foundry, Azure OpenAI, the model catalog and responsible generative AI.
Generative AI is a type of artificial intelligence capable of creating new content — text, code, images, audio, video — from a natural language description (a "prompt"). It doesn't merely classify or predict: it generates.
Modern Generative AI is enabled by Foundation Models — models trained on massive amounts of data (gigabytes to terabytes), with billions of parameters, capable of adapting to many tasks without being retrained from scratch.
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What's inside
15 sections- 1 Table of Contents
- 2 Introduction to Generative AI
- 3 Generative AI Models
- 4 Key Concepts of Generative AI
- 5 Generative AI Use Cases
- 6 Responsible AI for Generative AI
- 7 Microsoft Foundry
- 8 Azure OpenAI Service
- 9 Model Catalog
- 10 Practical Implementation with Python
- 11 Generative AI Solution Architecture
- 12 Exam Tips and Common Pitfalls
- 13 Practical Exercises
- 14 Summary and Key Points
- 15 Glossary
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