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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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The DataOps process

DataOps in AWS refers to the application of DevOps principles and practices to data-related workflows and processes. It focuses on optimizing the development, deployment, and management of data pipelines, data integration, and data analytics solutions.

DataOps aims to improve the speed, quality, and reliability of data operations by fostering collaboration, automation, and repeatability across the data life cycle. It combines data engineering, data integration, data governance, and data analytics with the principles of CI/CD, version control, and IaC.

On AWS, several services and tools can be leveraged to implement DataOps practices:

  • AWS Glue: The AWS Glue ETL service simplifies data preparation and integration. It allows you to create and manage data pipelines using workflows, perform data transformations, and automate ETL jobs.
  • AWS Lake Formation: AWS Lake Formation is a service that simplifies the process of building, securing, and managing...
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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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