October 2020
Beginner to intermediate
391 pages
10h 22m
English
Content preview from Practical AI on the Google Cloud Platform
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Chapter 10. Commercializing AI
Commercializing any product is really about putting it in front of users. For most software teams, this means building and deploying an app for customers, be it on the web, a mobile device, or a desktop. We discussed the need for putting software and AI in front of users early and often in the previous chapter. If you can achieve that in a workable product, you have commercialized.
Yet commercialization goes beyond just putting software in front of users. In this chapter, we go beyond talking about just deploying our app to discussing other factors. We will look at the ethical concerns that we as developers should consider when building a new AI. Then we will jump back to familiar territory and look at how to package up a Colab app for use. After that, we will look at various options for deploying your app and using it. Then we will finish up the last section by reviewing the future of AI apps and your next steps in building practical AI.
In this chapter, we look at a number of considerations when building new AI. Here is a preview of the main topics we will cover:
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The Ethics of Commercializing AI
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Packaging up the Eat/No Eat App
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Reviewing Options for Deployment
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Exploring the Future of Practical AI
To complete the exercises in this chapter, you will need to have completed the exercises in Chapter 9. Cutting-edge AI not only breaks technical boundaries, but it also addresses ethical and moral issues, which we will talk about in the next ...
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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.