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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
Author Profile Icon Sam Palani
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

Data protection with AWS Glue DataBrew

Organizations face challenges beyond data quality, including identifying and securing personal information. News of data breaches is common, such as the LinkedIn data breach in 2021 where data associated with 700 million users was posted for sale on the Dark Web, impacting 92% of LinkedIn’s user base. Similarly, Yahoo! reported in 2017 that 32 million accounts were accessed through a cookie-based attack. Regulatory and compliance requirements, such as FedRAMP, FINMA, HIPAA, and PCI, also necessitate secure data processing and storage. AWS Glue DataBrew offers features to help you secure and comply with these requirements.

Encryption at rest

Encryption at rest is a security measure that involves encrypting data when it is stored in a local storage device, such as a hard disk, to prevent unauthorized access to confidential information in case the device is accessed by attackers. AWS Glue DataBrew offers support for data encryption at...

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