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You're reading from  AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition

Product typeBook
Published inFeb 2024
PublisherPackt
ISBN-139781835082201
Edition2nd Edition
Concepts
Machine Learning
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Authors (2):
Somanath Nanda
Somanath Nanda
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Somanath Nanda

Somanath has 10 years of working experience in IT industry which includes Prod development, Devops, Design and architect products from end to end. He has also worked at AWS as a Big Data Engineer for about 2 years.
Read more about Somanath Nanda

Weslley Moura
Weslley Moura
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Weslley Moura

Weslley Moura has been developing data products for the past decade. At his recent roles, he has been influencing data strategy and leading data teams into the urban logistics and blockchain industries.
Read more about Weslley Moura

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SageMaker Data Wrangler

In this section, you’ll unravel the significance and benefits of Data Wrangler, dissecting its role as an end-to-end solution for importing, preparing, transforming, featurizing, and analyzing data:

  • Importing data with ease: Data Wrangler simplifies the process of importing data from various sources, such as Amazon Simple Storage Service (S3), Amazon Athena, Amazon Redshift, Snowflake, and Databricks. Whether your data resides in the cloud or within specific databases, Data Wrangler seamlessly connects to the source and imports it, setting the stage for comprehensive data handling.
  • Constructing data flows: Picture a scenario where you can effortlessly design a data flow, mapping out a sequence of ML data preparation steps. This is where Data Wrangler shines. By combining datasets from diverse sources and specifying the transformations needed, you sculpt a data prep workflow ready to integrate into your ML pipeline.
  • Transforming data with...
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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition
Published in: Feb 2024Publisher: PacktISBN-13: 9781835082201
© 2024 Packt Publishing Limited All Rights Reserved

Authors (2)

author image
Somanath Nanda

Somanath has 10 years of working experience in IT industry which includes Prod development, Devops, Design and architect products from end to end. He has also worked at AWS as a Big Data Engineer for about 2 years.
Read more about Somanath Nanda

author image
Weslley Moura

Weslley Moura has been developing data products for the past decade. At his recent roles, he has been influencing data strategy and leading data teams into the urban logistics and blockchain industries.
Read more about Weslley Moura

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