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You're reading from  Serverless Machine Learning with Amazon Redshift ML

Product typeBook
Published inAug 2023
Reading LevelBeginner
PublisherPackt
ISBN-139781804619285
Edition1st Edition
Languages
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Authors (4):
Debu Panda
Debu Panda
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Debu Panda

Debu Panda, a Senior Manager, Product Management at AWS, is an industry leader in analytics, application platform, and database technologies, and has more than 25 years of experience in the IT world. Debu has published numerous articles on analytics, enterprise Java, and databases and has presented at multiple conferences such as re:Invent, Oracle Open World, and Java One. He is lead author of the EJB 3 in Action (Manning Publications 2007, 2014) and Middleware Management (Packt, 2009).
Read more about Debu Panda

Phil Bates
Phil Bates
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Phil Bates

Phil Bates is a Senior Analytics Specialist Solutions Architect at AWS. He has more than 25 years of experience implementing large-scale data warehouse solutions. He is passionate about helping customers through their cloud journey and leveraging the power of ML within their data warehouse.
Read more about Phil Bates

Bhanu Pittampally
Bhanu Pittampally
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Bhanu Pittampally

Bhanu Pittampally is Analytics Specialist Solutions Architect at Amazon Web Services. His background is in data and analytics and is in the field for over 16 years. He currently lives in Frisco, TX with his wife Kavitha and daughters Vibha and Medha.
Read more about Bhanu Pittampally

Sumeet Joshi
Sumeet Joshi
author image
Sumeet Joshi

Sumeet Joshi is an Analytics Specialist Solutions Architect based out of New York. He specializes in building large-scale data warehousing solutions. He has over 17 years of experience in the data warehousing and analytical space.
Read more about Sumeet Joshi

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Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: “Mount the downloaded WebStorm-10*.dmg disk image file as another disk in your system.”

A block of code is set as follows:

cnt = client.execute_statement(Database='dev',
    Sql='Select count(1) from chapter2.orders;',
    WorkgroupName=REDSHIFT_WORKGROUP)
query_id = cnt["Id"]

When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold:

SHOW MODEL chapter5_buildfirstmodel.customer_churn_model;

Any command-line input or output is written as follows:

$ pip install pandas

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Select System info from the Administration panel.”

Tips or important notes

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Serverless Machine Learning with Amazon Redshift ML
Published in: Aug 2023Publisher: PacktISBN-13: 9781804619285

Authors (4)

author image
Debu Panda

Debu Panda, a Senior Manager, Product Management at AWS, is an industry leader in analytics, application platform, and database technologies, and has more than 25 years of experience in the IT world. Debu has published numerous articles on analytics, enterprise Java, and databases and has presented at multiple conferences such as re:Invent, Oracle Open World, and Java One. He is lead author of the EJB 3 in Action (Manning Publications 2007, 2014) and Middleware Management (Packt, 2009).
Read more about Debu Panda

author image
Phil Bates

Phil Bates is a Senior Analytics Specialist Solutions Architect at AWS. He has more than 25 years of experience implementing large-scale data warehouse solutions. He is passionate about helping customers through their cloud journey and leveraging the power of ML within their data warehouse.
Read more about Phil Bates

author image
Bhanu Pittampally

Bhanu Pittampally is Analytics Specialist Solutions Architect at Amazon Web Services. His background is in data and analytics and is in the field for over 16 years. He currently lives in Frisco, TX with his wife Kavitha and daughters Vibha and Medha.
Read more about Bhanu Pittampally

author image
Sumeet Joshi

Sumeet Joshi is an Analytics Specialist Solutions Architect based out of New York. He specializes in building large-scale data warehousing solutions. He has over 17 years of experience in the data warehousing and analytical space.
Read more about Sumeet Joshi