Data Engineering with AWS - Second Edition
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Data Engineering with AWS - Second Edition

Acquire the skills to design and build AWS-based data transformation pipelines like a pro

About the Book

This book, authored by a seasoned Senior Data Architect with 25 years of experience, aims to help you achieve proficiency in using the AWS ecosystem for data engineering. This revised edition provides updates in every chapter to cover the latest AWS services and features, takes a refreshed look at data governance, and includes a brand-new section on building modern data platforms which covers; implementing a data mesh approach, open-table formats (such as Apache Iceberg), and using DataOps for automation and observability.

You'll begin by reviewing the key concepts and essential AWS tools in a data engineer's toolkit and getting acquainted with modern data management approaches. You'll then architect a data pipeline, review raw data sources, transform the data, and learn how that transformed data is used by various data consumers. You’ll learn how to ensure strong data governance, and about populating data marts and data warehouses along with how a data lakehouse fits into the picture. After that, you'll be introduced to AWS tools for analyzing data, including those for ad-hoc SQL queries and creating visualizations. Then, you'll explore how the power of machine learning and artificial intelligence can be used to draw new insights from data. In the final chapters, you'll discover transactional data lakes, data meshes, and how to build a cutting-edge data platform on AWS.

By the end of this AWS book, you'll be able to execute data engineering tasks and implement a data pipeline on AWS like a pro!

About the Author

Packt Publishing Ltd
Packt Publishing Ltd

Packt Publishing are an established global technical learning content provider, founded in Birmingham, UK with over twenty years’ experience in delivering premium rich content from ground-breaking authors on a wide range of emerging and popular technologies. Our titles have global relevance our multimedia portfolio includes over 9,000 books, e-books, audiobooks and video courses. www.packtpub.com

Table of Contents

  1. An Introduction to Data Engineering
  2. Data Management Architectures for Analytics
  3. The AWS Data Engineer's Toolkit
  4. Data Governance, Security, and Cataloging
  5. Architecting Data Engineering Pipelines
  6. Ingesting Batch and Streaming Data
  7. Transforming Data to Optimize for Analytics
  8. Identifying and Enabling Data Consumers
  9. A Deeper Dive into Data Marts and Amazon Redshift
  10. Orchestrating the Data Pipeline
  11. Ad Hoc Queries with Amazon Athena
  12. Visualizing Data with Amazon QuickSight
  13. Enabling Artificial Intelligence and Machine Learning
  14. Building Transactional Data Lakes
  15. Implementing a Data Mesh Strategy
  16. Building a Modern Data Platform on AWS
  17. Wrapping Up the First Part of Your Learning Journey

About the Publisher

This book is published on Leanpub by Packt Publishing Ltd

Packt Publishing are an established global technical learning content provider, founded in Birmingham, UK with over twenty years’ experience in delivering premium rich content from ground-breaking authors on a wide range of emerging and popular technologies. Our titles have global relevance our multimedia portfolio includes over 9,000 books, e-books, audiobooks and video courses. www.packtpub.com

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