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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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Analytics use case with GenAI

It’s just a matter of time before GenAI makes its way into most of the services used to build a modern data platform. In this section, we will just provide a glimpse of how GenAI can make analytics on AWS even easier. As always, here is a use case from GreatFin.

Use case for GenAI for data analytics

GreatFin has built a modern data platform on AWS and uses multiple purpose-built stores such as Amazon Redshift as a data warehouse, Amazon RDS as a transactional database, and a data lake on S3. To get data from these systems, complex SQL queries need to be written. Recently, there has been a steady request from non-technical users to provide them with a mechanism by which they can just converse in natural language and get the results from these data systems.

GreatFin has been asked to invest in mechanisms that allow anyone in the organization to request data using plain English questions. Under the covers, this is translated into the necessary...

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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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