Beginning Apache Spark 3: With DataFrame, Spark SQL, Structured Streaming, and Spark Machine Learning Library
Author:   Hien Luu
Publisher:   APress
Edition:   Second Edition
ISBN:  

9781484273821


Pages:   438
Publication Date:   23 October 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Beginning Apache Spark 3: With DataFrame, Spark SQL, Structured Streaming, and Spark Machine Learning Library


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Author:   Hien Luu
Publisher:   APress
Imprint:   APress
Edition:   Second Edition
Weight:   0.861kg
ISBN:  

9781484273821


ISBN 10:   1484273826
Pages:   438
Publication Date:   23 October 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1:  Introduction to Apache Spark.- Chapter 2:  Working with Apache Spark.- Chapter 3:  Spark SQL – Foundation.- Chapter 4: Spark SQL – Advance.- Chapter 5: Optimizing Apache Spark Applications.- Chapter 6: Structured Streaming – Foundation.- Chapter 7: Structured Streaming – Advanced.- Chapter 8: Machine Learning with Apache Spark.- Chapter 9: Managing the Machine Learning Lifecycle.

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Author Information

Hien Luu has extensive experience in designing and building big data applications and machine learning infrastructure. He is particularly passionate about the intersection between big data and machine learning. Hien enjoys working with open source software and has contributed to Apache Pig and Azkaban. Teaching is also one of his passions, and he serves as an instructor at the UCSC Silicon Valley Extension school teaching Apache Spark. He has given presentations at various conferences such as Data+AI Summit, MLOps World, QCon SF, QCon London, Hadoop Summit, and JavaOne.

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