September 2025
Intermediate to advanced
456 pages
12h 45m
English
Content preview from Azure AI Engineer Associate (AI-102) Study Guide
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Chapter 9. Utilizing the Azure OpenAI Service for Generative AI Applications
Generative AI isn’t just a game changer; it’s handing everyone a cheat sheet. Picture a small bakery using Azure OpenAI to whip up personalized wedding cake descriptions in seconds, or a rural hospital autogenerating patient discharge summaries that even overworked nurses can trust. That’s the real magic of services like Azure OpenAI: they let you turn “someday” ideas into today’s workflows without requiring you to have a PhD in machine learning. No more begging for GPU clusters or scraping training data—with these models in your toolbox, you’ll be ready to prototype a customer service bot by lunch and refine it by dinner.
This chapter is your backstage pass to that revolution. We’ll skip the fluff and dive into what really matters: why a well-crafted prompt outperforms generic instructions, and why passing the AI-102’s generative AI section isn’t about memorizing APIs—it’s about proving you can turn an idea into reality quickly. You’ll walk away with blueprints that work in boardrooms and code reviews alike.
Generative AI on Microsoft Azure
On Microsoft Azure, generative AI is powered mostly by Azure OpenAI Service, which connects OpenAI’s foundational models to Azure so you can use them in your workloads. We’ll explore how this interaction works in this section.
Types of Generative AI Models
Azure OpenAI Service offers a variety of generative AI models, each suited to different types of tasks. Table 9-1 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.