October 2018
Beginner
362 pages
9h 32m
English
Content preview from Hands-On Artificial Intelligence for Beginners
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Deploying your applications
So, what does it mean to deploy a model? Deployment is an all-encompassing term that covers the process of taking a tested and validated model from your local computer, and setting it up in a sustainable environment where it's accessible. Deployment can be handled in a myriad of ways; in this chapter, we'll focus on the knowledge and best practices that you should know about to get your models up into production.
Your choice of deployment architecture depends on a few things:
- Is your model being trained in one environment and productionalized in another?
- How many times are you expecting your model to be called predictions to be made from it?
- Is your data changing over time or is it static? Will you need to ...
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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.