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You're reading from  Machine Learning Engineering on AWS

Product typeBook
Published inOct 2022
PublisherPackt
ISBN-139781803247595
Edition1st Edition
Tools
AWS
Concepts
Machine Learning
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Author (1)
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.
Read more about Joshua Arvin Lat

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Preparing the essential prerequisites

In this section, we will work on the following:

  • Preparing the IAM role for the EC2 instance of the Cloud9 environment
  • Attaching the IAM role to the EC2 instance of the Cloud9 environment
  • Updating the Cloud9 environment with the essential prerequisites

Let’s work on and prepare the essential prerequisites one by one.

Preparing the IAM role for the EC2 instance of the Cloud9 environment

In order for us to securely create and manage Amazon EKS and AWS CloudFormation resources from inside the EC2 instance of the Cloud9 environment, we would need to attach an IAM role to the EC2 instance. In this section, we will prepare this IAM role and configure it with the permissions required to create and manage the other resources in this chapter.

Note

We will discuss Amazon EKS and AWS CloudFormation in more detail in the Setting up Kubeflow on Amazon EKS section of this chapter.

In the next set of steps, we will...

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Machine Learning Engineering on AWS
Published in: Oct 2022Publisher: PacktISBN-13: 9781803247595
© 2022 Packt Publishing Limited All Rights Reserved

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

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