Reader small image

You're reading from  Machine Learning Engineering on AWS

Product typeBook
Published inOct 2022
PublisherPackt
ISBN-139781803247595
Edition1st Edition
Tools
Right arrow
Author (1)
Joshua Arvin Lat
Joshua Arvin Lat
author image
Joshua Arvin Lat

Joshua Arvin Lat is the Chief Technology Officer (CTO) of NuWorks Interactive Labs, Inc. He previously served as the CTO for three Australian-owned companies and as director of software development and engineering for multiple e-commerce start-ups in the past. Years ago, he and his team won first place in a global cybersecurity competition with their published research paper. He is also an AWS Machine Learning Hero and has shared his knowledge at several international conferences, discussing practical strategies on machine learning, engineering, security, and management.
Read more about Joshua Arvin Lat

Right arrow

Summary

In this chapter, we were able to take a closer look at several AWS services that help enable serverless data management in organizations. When using serverless services, we no longer need to worry about infrastructure management, which helps us focus on what we need to do.

We were able to utilize Amazon Redshift Serverless to prepare a serverless data warehouse. We were also able to use AWS Lake Formation, AWS Glue, and Amazon Athena to create and query data from a serverless data lake. With these serverless services, we were able to load and query data in just a few minutes.

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Machine Learning Engineering on AWS
Published in: Oct 2022Publisher: PacktISBN-13: 9781803247595

Author (1)

author image
Joshua Arvin Lat

Joshua Arvin Lat is the Chief Technology Officer (CTO) of NuWorks Interactive Labs, Inc. He previously served as the CTO for three Australian-owned companies and as director of software development and engineering for multiple e-commerce start-ups in the past. Years ago, he and his team won first place in a global cybersecurity competition with their published research paper. He is also an AWS Machine Learning Hero and has shared his knowledge at several international conferences, discussing practical strategies on machine learning, engineering, security, and management.
Read more about Joshua Arvin Lat