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You're reading from  Modern Data Architecture on AWS

Product typeBook
Published inAug 2023
PublisherPackt
ISBN-139781801813396
Edition1st Edition
Concepts
Data Science
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Author (1)
Behram Irani
Behram Irani
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Behram Irani

Behram Irani is currently a technology leader with Amazon Web Services (AWS) specializing in data, analytics and AI/ML. He has spent over 18 years in the tech industry helping organizations, from start-ups to large-scale enterprises, modernize their data platforms. In the last 6 years working at AWS, Behram has been a thought leader in the data, analytics and AI/ML space; publishing multiple papers and leading the digital transformation efforts for many organizations across the globe. Behram has completed his Bachelor of Engineering in Computer Science from the University of Pune and has an MBA degree from the University of Florida.
Read more about Behram Irani

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Summary

In this chapter, we went through why so many organizations prefer to build their data lakes on Amazon S3. We then went through different layers of data lakes in S3 and the purpose of each of them. Along with the layers of data, we also looked at how Glue Data Catalog helps to capture the metadata about the data in the form of tables. We also touched upon a new trend around having to build a transactional data lake, which involves selecting a table format that aligns closely with the specific use case being solved. Finally, we put it all together to solve a specific use case and saw it all come together, at least from the data storage and catalog side of things.

We have the data in S3 and we have the catalog of this data in Glue Data Catalog in the form of tables. The real value of this setup is that businesses can easily consume this data to derive insights from it. This leads us to the next section of this book around different purpose-built services and how each of them...

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Modern Data Architecture on AWS
Published in: Aug 2023Publisher: PacktISBN-13: 9781801813396
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Behram Irani

Behram Irani is currently a technology leader with Amazon Web Services (AWS) specializing in data, analytics and AI/ML. He has spent over 18 years in the tech industry helping organizations, from start-ups to large-scale enterprises, modernize their data platforms. In the last 6 years working at AWS, Behram has been a thought leader in the data, analytics and AI/ML space; publishing multiple papers and leading the digital transformation efforts for many organizations across the globe. Behram has completed his Bachelor of Engineering in Computer Science from the University of Pune and has an MBA degree from the University of Florida.
Read more about Behram Irani

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