March 2025
Intermediate to advanced
320 pages
8h 31m
English
book
Engineering AI Systems: Architecture and DevOps Essentials
by Len Bass, Qinghua Lu, Ingo Weber, Liming Zhu
Content preview from Engineering AI Systems: Architecture and DevOps Essentials
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6
System Life Cycle
Stop the life cycle—I want to get off!
—Barry Boehm
AT THIS POINT, you might think you are done. You have trained AI models; you have deployed and wrapped them as services for use; you understand interfaces and software engineering background. What more is to be done?
As our opening quote suggests, there are multiple steps to getting an AI system into production. Barry Boehm is complaining about the fact that a life cycle contains so many steps. Once you have created the AI model, you must create the non-AI portion, you must build the AI system (with the AI model as just one component), test the built system, and deploy and operate the system. These activities form a sequence in the life cycle, as shown in ...
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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.