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Data Wrangling on AWS

You're reading from   Data Wrangling on AWS Clean and organize complex data for analysis

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Product type Paperback
Published in Jul 2023
Publisher Packt
ISBN-13 9781801810906
Length 420 pages
Edition 1st Edition
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Authors (3):
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Sankar M Sankar M
Author Profile Icon Sankar M
Sankar M
Navnit Shukla Navnit Shukla
Author Profile Icon Navnit Shukla
Navnit Shukla
Sam Palani Sam Palani
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Sam Palani
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Toc

Table of Contents (19) Chapters Close

Preface 1. Part 1:Unleashing Data Wrangling with AWS
2. Chapter 1: Getting Started with Data Wrangling FREE CHAPTER 3. Part 2:Data Wrangling with AWS Tools
4. Chapter 2: Introduction to AWS Glue DataBrew 5. Chapter 3: Introducing AWS SDK for pandas 6. Chapter 4: Introduction to SageMaker Data Wrangler 7. Part 3:AWS Data Management and Analysis
8. Chapter 5: Working with Amazon S3 9. Chapter 6: Working with AWS Glue 10. Chapter 7: Working with Athena 11. Chapter 8: Working with QuickSight 12. Part 4:Advanced Data Manipulation and ML Data Optimization
13. Chapter 9: Building an End-to-End Data-Wrangling Pipeline with AWS SDK for Pandas 14. Chapter 10: Data Processing for Machine Learning with SageMaker Data Wrangler 15. Part 5:Ensuring Data Lake Security and Monitoring
16. Chapter 11: Data Lake Security and Monitoring 17. Index 18. Other Books You May Enjoy

Getting started with AWS Glue DataBrew

One of the most effective ways to learn about any service or tool is through hands-on experience or by learning from examples. We will follow the same approach. In this guide and subsequent tutorials, we will be using the AWS console to learn about AWS Glue DataBrew as a data-wrangling tool. The first requirement for working with AWS Glue DataBrew is data. We previously discussed how data is the new oil, but when it is in raw form, it has little to no value. Before we proceed, it is crucial to understand the pricing model of any service.

Understanding the pricing of AWS Glue DataBrew

It is important to note that the pricing for AWS services varies between regions and is subject to change. In this section, we will be discussing pricing in the us-east-1 region. AWS Glue DataBrew has various components, such as projects, datasets, jobs, and recipes.

Let’s start with datasets. A dataset is created when you bring data from different...

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