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Modern Data Architecture on AWS

You're reading from  Modern Data Architecture on AWS

Product type Book
Published in Aug 2023
Publisher Packt
ISBN-13 9781801813396
Pages 420 pages
Edition 1st Edition
Languages
Author (1):
Behram Irani Behram Irani
Profile icon Behram Irani

Table of Contents (24) Chapters

Preface Part 1: Foundational Data Lake
Prologue: The Data and Analytics Journey So Far Chapter 1: Modern Data Architecture on AWS Chapter 2: Scalable Data Lakes Part 2: Purpose-Built Services And Unified Data Access
Chapter 3: Batch Data Ingestion Chapter 4: Streaming Data Ingestion Chapter 5: Data Processing Chapter 6: Interactive Analytics Chapter 7: Data Warehousing Chapter 8: Data Sharing Chapter 9: Data Federation Chapter 10: Predictive Analytics Chapter 11: Generative AI Chapter 12: Operational Analytics Chapter 13: Business Intelligence Part 3: Govern, Scale, Optimize And Operationalize
Chapter 14: Data Governance Chapter 15: Data Mesh Chapter 16: Performant and Cost-Effective Data Platform Chapter 17: Automate, Operationalize, and Monetize Index Other Books You May Enjoy

Summary

In this chapter, we covered a major topic around data processing in the modern data architecture journey. We looked at how you can use Amazon EMR to solve many big-data processing use cases. EMR provides a fully managed platform for many open source projects, including the most popular ones—Spark, Hive, and Presto. We also revisited AWS Glue and looked at how Glue Studio assists data engineers in creating complex ETL jobs for data processing. We also covered a Glue streaming use case and how it complements the other streaming services that AWS provides. Finally, we looked at AWS Glue DataBrew and how it assists data scientists and data analysts to quickly profile data and apply data processing rules in an intuitive manner.

There are many more use cases that can be solved using some of these services, but at least what we covered in this chapter gives a basic understanding of solving typical use cases for these services. As always, the best way to learn is to be hands...

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