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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 looked at how AI/ML technologies play a big role in predictive analytics so that organizations can stay ahead of the curve and proactively make decisions before things happen. But at the same time, we also looked at many of the barriers related to the adoption of AI/ML and how AWS is able to overcome all these barriers.

We introduced the different stacks of how AWS provides services specific to each of these layers. For the AI layer, AWS provides a long list of 20+ services that help with specific types of AI problems such as speech, image, text, and so forth. These services help fast-track solutions that can be solved by pre-trained ML models.

We then looked at Amazon SageMaker as an ML service that has many components to it. SageMaker Canvas helps business analysts with low-code/no-code types of tools so that they can quickly create ML models and predict business outcomes. We looked at how SageMaker Studio has various tools inside it to help with...

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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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