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Published inOct 2022
PublisherPackt
ISBN-139781803247595
Edition1st Edition
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Joshua Arvin Lat
Joshua Arvin Lat
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Joshua Arvin Lat

Joshua Arvin Lat is the Chief Technology Officer (CTO) of NuWorks Interactive Labs, Inc. He previously served as the CTO for three Australian-owned companies and as director of software development and engineering for multiple e-commerce start-ups in the past. Years ago, he and his team won first place in a global cybersecurity competition with their published research paper. He is also an AWS Machine Learning Hero and has shared his knowledge at several international conferences, discussing practical strategies on machine learning, engineering, security, and management.
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Launching an EC2 instance using a Deep Learning AMI

Launching an EC2 instance from a DLAMI is straightforward. Once we have an idea of which DLAMI to use, the rest of the steps would just be focused on configuring and launching the EC2 instance. The cool thing here is that we are not limited to launching a single instance from an existing image. During the configuration stage, before an instance is launched from an AMI, it is important to note that we can specify the desired value for the number of instances to be launched (for example, 20). This would mean that instead of launching a single instance, we would launch 20 instances all at the same time instead.

Figure 2.2 – Steps to launch an EC2 instance using a DLAMI

We will divide this section into four parts. As shown in the preceding diagram, we’ll start by locating the framework-specific Deep Learning AMI in the AMI Catalog – a repository that contains a variety of AMIs that can be...

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Machine Learning Engineering on AWS
Published in: Oct 2022Publisher: PacktISBN-13: 9781803247595

Author (1)

author image
Joshua Arvin Lat

Joshua Arvin Lat is the Chief Technology Officer (CTO) of NuWorks Interactive Labs, Inc. He previously served as the CTO for three Australian-owned companies and as director of software development and engineering for multiple e-commerce start-ups in the past. Years ago, he and his team won first place in a global cybersecurity competition with their published research paper. He is also an AWS Machine Learning Hero and has shared his knowledge at several international conferences, discussing practical strategies on machine learning, engineering, security, and management.
Read more about Joshua Arvin Lat