October 2018
Beginner
362 pages
9h 32m
English
Content preview from Hands-On Artificial Intelligence for Beginners
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EC2 and virtual machines
The building block for AWS systems is the Elastic Cloud Compute (EC2) instance; it is a virtual server that allows you to run applications in the cloud. In this chapter, EC2 will be the basis for our cloud computing work. For developers and data scientists, Amazon has a suite of virtual machines called Amazon Machine Images (AMI) that come preloaded with everything you need to get up and running with deep learning in the cloud. For our purposes, Amazon has both an Ubuntu AMI as well as an Amazon Linux distribution AMI, which are preloaded with Python 3 and TensorFlow, PyTorch, and Keras.
To get started with utilizing EC2 for deep learning, we'll just have to follow a few steps:
- Log in to your Amazon Web Services ...
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