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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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Wrap-up

Finally, we will wrap up this book with a final reference architecture for a data platform on AWS. Not all the services are represented here, but the most common ones used are shown in their own section. The Data Consumption section represents a variety of purpose-built stores, ML platforms, as well as query and visualization services. You can add many more services depending on the use case being solved and can also leverage third-party partner solutions.

The following figure represents the data and analytics reference architecture built on AWS.

Figure 17.24 – Reference architecture of the data platform on AWS

Figure 17.24 – Reference architecture of the data platform on AWS

Finally, I want to leave you with the following thoughts. The future evolution of data and analytics platforms is expected to be driven by several key trends. These include the following:

  • Increased adoption of cloud: Cloud-based data and analytics platforms will continue to gain prominence, offering scalability, agility...
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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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