Serverless ETL and Analytics with AWS Glue

eBook Details:

• Paperback: 434 pages
• Publisher: WOW! eBook (August 30, 2022)
• Language: English
• ISBN-10: 1800564988
• ISBN-13: 978-1800564985

eBook Description:

Serverless ETL and Analytics with AWS Glue: Build efficient data lakes that can scale to virtually unlimited size using AWS Glue

Organizations these days have gravitated toward services such as AWS Glue that undertake undifferentiated heavy lifting and provide serverless Spark, enabling you to create and manage data lakes in a serverless fashion. This guide shows you how AWS Glue can be used to solve real-world problems along with helping you learn about data processing, data integration, and building data lakes.

Beginning with AWS Glue basics, this book teaches you how to perform various aspects of data analysis such as ad hoc queries, data visualization, and real-time analysis using this service. It also provides a walk-through of CI/CD for AWS Glue and how to shift left on quality using automated regression tests. You’ll find out how data security aspects such as access control, encryption, auditing, and networking are implemented, as well as getting to grips with useful techniques such as picking the right file format, compression, partitioning, and bucketing. As you advance, you’ll discover AWS Glue features such as crawlers, Lake Formation, governed tables, lineage, DataBrew, Glue Studio, and custom connectors. The concluding chapters help you to understand various performance tuning, troubleshooting, and monitoring options.

• Apply various AWS Glue features to manage and create data lakes
• Use Glue DataBrew and Glue Studio for data preparation
• Optimize data layout in cloud storage to accelerate analytics workloads
• Manage metadata including database, table, and schema definitions
• Secure your data during access control, encryption, auditing, and networking
• Monitor AWS Glue jobs to detect delays and loss of data
• Integrate Spark ML and SageMaker with AWS Glue to create machine learning models

By the end of this Serverless ETL and Analytics with AWS Glue book, you’ll be able to create, manage, troubleshoot, and deploy ETL pipelines using AWS Glue.

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