You're reading from Data Wrangling on AWS

Product typeBook

Published inJul 2023

PublisherPackt

ISBN-139781801810906

Edition1st Edition

Tools

AWS

Concepts

Data Analysis

Authors (3):

Navnit Shukla

Sankar M

Sampat Palani

View More author details

Part 2:Data Wrangling with AWS Tools

In this section, we will explore three powerful AWS tools designed to streamline data-wrangling and preparation tasks. First, we’ll delve into AWS Glue DataBrew, learning how to cleanse, transform, and enrich data to ensure high-quality and usable datasets. After that, we’ll uncover the versatility of the AWS SDK for pandas, gaining a comprehensive understanding of efficient data manipulation and preparation on the AWS platform. Finally, we’ll explore Amazon SageMaker Data Wrangler, equipping you with the skills to seamlessly preprocess and prepare data for impactful machine learning projects.

This part has the following chapters:

Chapter 2, Introduction to AWS Glue DataBrew
Chapter 3, Introducing AWS SDK for pandas
Chapter 4, Introduction to SageMaker Data Wrangler

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Data Wrangling on AWS

Published in: Jul 2023Publisher: PacktISBN-13: 9781801810906

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Authors (3)

Navnit Shukla

Navnit Shukla is an accomplished Senior Solution Architect with a specialization in AWS analytics. With an impressive career spanning 12 years, he has honed his expertise in databases and analytics, establishing himself as a trusted professional in the field. Currently based in Orange County, CA, Navnit's primary responsibility lies in assisting customers in building scalable, cost-effective, and secure data platforms on the AWS cloud.
Read more about Navnit Shukla

Sankar M

Sankar Sundaram has been working in IT Industry since 2007, specializing in databases, data warehouses, analytics space for many years. As a specialized Data Architect, he helps customers build and modernize data architectures and help them build secure, scalable, and performant data lake, database, and data warehouse solutions. Prior to joining AWS, he has worked with multiple customers in implementing complex data architectures.
Read more about Sankar M

Sampat Palani

Sam Palani has over 18+ years as developer, data engineer, data scientist, a startup cofounder and IT leader. He holds a master's in Business Administration with a dual specialization in Information Technology. His professional career spans across 5 countries across financial services, management consulting and the technology industries. He is currently Sr Leader for Machine Learning and AI at Amazon Web Services, where he is responsible for multiple lines of the business, product strategy and thought leadership. Sam is also a practicing data scientist, a writer with multiple publications, speaker at key industry conferences and an active open source contributor. Outside work, he loves hiking, photography, experimenting with food and reading.
Read more about Sampat Palani

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