September 2025
Intermediate to advanced
456 pages
12h 45m
English
Content preview from Azure AI Engineer Associate (AI-102) Study GuideBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
Index
A
- access management, Planning and Configuring Access and Security-Managing private communications
- account keys, Managing account keys
- account setup, Setting Up Your Microsoft Azure Account
- accountability, The Six Core Principles: Considerations for Developing AI Responsibly
- accuracy, Evaluation metrics, Evaluating the custom vision model metrics, Handling ambiguous user input and improving accuracy
- ACI (see Azure Container Instance)
- ACR (Azure Container Registry), Deploying an Azure AI Services Resource
- ADF (see Azure Data Factory)
- ADLS (see Azure Data Lake Storage)
- agentic AI, Agentic AI
- AI (artificial intelligence)
- brief history of, Introduction to the AI Landscape
- challenges and risks of, Meeting Challenges and Managing Risks-Ethical and legal issues
- current state of, Where We Are Now with AI
- explainable AI (XAI) techniques, Explainable AI Techniques
- focus of field, Artificial intelligence
- fundamental concepts of, Fundamental AI Concepts-Deep learning
- future of, The Future of AI in Microsoft Azure
- key trends in, A Look at Key Trends-A comprehensive ecosystem
- multimodal AI, Multimodal AI-Applications and implications
- responsible development, The Six Core Principles: Considerations for Developing AI Responsibly, Ethical and legal issues, Building Responsible Generative AI Solutions-Working with responsible generative AI solutions
- AI Risk Management Framework, Building Responsible Generative AI Solutions
- AI skills enrichment, Understanding Azure AI Search
- AI-102 certification exam
- benefits of certification ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.