May 2026
Beginner to intermediate
354 pages
9h 12m
English
Content preview from A Practical Guide to Oracle AI Engineering
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5
Advanced Techniques for Optimizing Machine Learning and AI Workloads on Oracle Database
In this chapter, you will learn how Oracle Database 23ai supports scalable and governable AI and machine learning workloads by running data preparation, model execution, similarity search, and retrieval-augmented generation (RAG) directly inside the database. This matters because you often need to support AI workloads without increasing data movement, latency, and operational complexity. It focuses on two complementary layers: the database engine, which provides the foundation for high scalability and performance-oriented processing, and the in-database AI framework, which trains, deploys, and serves models without moving data to external systems.
In the ...
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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.