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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide

You're reading from   AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide The ultimate guide to passing the MLS-C01 exam on your first attempt

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781835082201
Length 342 pages
Edition 2nd Edition
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Authors (2):
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Somanath Nanda Somanath Nanda
Author Profile Icon Somanath Nanda
Somanath Nanda
Weslley Moura Weslley Moura
Author Profile Icon Weslley Moura
Weslley Moura
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Table of Contents (13) Chapters Close

Preface 1. Chapter 1: Machine Learning Fundamentals FREE CHAPTER 2. Chapter 2: AWS Services for Data Storage 3. Chapter 3: AWS Services for Data Migration and Processing 4. Chapter 4: Data Preparation and Transformation 5. Chapter 5: Data Understanding and Visualization 6. Chapter 6: Applying Machine Learning Algorithms 7. Chapter 7: Evaluating and Optimizing Models 8. Chapter 8: AWS Application Services for AI/ML 9. Chapter 9: Amazon SageMaker Modeling 10. Chapter 10: Model Deployment 11. Chapter 11: Accessing the Online Practice Resources 12. Other Books You May Enjoy

Working with step functions

Step Functions is an AWS service that allows you to create workflows to orchestrate the execution of Lambda functions. This is so that you can connect them in a sort of event sequence, known as steps. These steps are grouped in a state machine.

Step Functions incorporates retry functionality so that you can configure your pipeline to proceed only after a particular step has succeeded. The way you set these retry configurations is by creating a retry policy.

Important note

Just like the majority of AWS services, AWS Step Functions also integrates with other services, not only AWS Lambda.

Creating a state machine is relatively simple. All you have to do is navigate to the AWS Step Functions console and then create a new state machine. On the Create state machine page, you can specify whether you want to create your state machine from scratch or from a template, or whether you just want to run a sample project.

AWS will help you with this state...

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