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 8. Implementing Knowledge Mining and Document Intelligence Solutions
Imagine an accounting firm drowning in 500,000 unindexed records—accountants waste hours hunting for expense details, while administrators manually extract billing codes from scanned forms. This kind of chaos is why Azure’s document intelligence tools aren’t just “nice to have.” They’re scalpels that cut through data clutter. Take a law firm I worked with: using Azure’s AI services, it turned 10 years of scattered case files into a searchable knowledge vault and slashed case prep time from weeks to hours. That’s the real power of knowledge mining—it doesn’t just organize data; it turns PDFs into profit, scribbled notes into strategy, and chaos into clarity.
This chapter will arm you with the same toolkit. We’ll dissect how to automate invoice processing for a retail chain (no more interns manually typing SKUs), extract vaccine trial insights from handwritten lab notes, and even teach AI to spot contract loopholes like a seasoned lawyer. You’ll also learn when to grab prebuilt models off Azure’s shelf and when to train custom ones—like tailoring a tool to decode doctors’ notoriously bad handwriting.
Planning and Implementing a Knowledge-Mining Solution with Azure AI Search
Knowledge mining is the process of extracting valuable information from large volumes of data. It combines analytics, AI, and machine learning to find patterns, insights, and relationships within data, making it a powerful tool for ...
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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.