October 2018
Beginner
362 pages
9h 32m
English
Content preview from Hands-On Artificial Intelligence for Beginners
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Utilizing docker
Since we'll be deploying our model to the cloud, we'll need some type of mechanism to run the model itself. While we could spin up a virtual machine on AWS, it's a bit overkill for what we need and there are many simpler (and cheaper) processes that can help us.
Instead, we will utilize a tool known as a container. Containers are a lightweight virtualization technique that contain all of the necessary runtime packages and methods for running an application. The most popular container service is called Docker.
While we won't cover the Docker installation process here, you can install Docker by following the official installation guidelines:
- Create a Docker image
- Create a container from the Docker image
- Build TensorFlow ...
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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.