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Beginning Apache Spark Using Azure Databricks: Unleashing Large Cluster Analytics in the Cloud

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9781484275894: Beginning Apache Spark Using Azure Databricks: Unleashing Large Cluster Analytics in the Cloud

Synopsis

Analyze vast amounts of data in record time using Apache Spark with Databricks in the Cloud. Learn the fundamentals, and more, of running analytics on large clusters in Azure and AWS, using Apache Spark with Databricks on top. Discover how to squeeze the most value out of your data at a mere fraction of what classical analytics solutions cost, while at the same time getting the results you need, incrementally faster.This book explains how the confluence of these pivotal technologies gives you enormous power, and cheaply, when it comes to huge datasets. You will begin by learning how cloud infrastructure makes it possible to scale your code to large amounts of processing units, without having to pay for the machinery in advance. From there you will learn how Apache Spark, an open source framework, can enable all those CPUs for data analytics use. Finally, you will see how services such as Databricks provide the power of Apache Spark, without you having to know anything about configuring hardware or software. By removing the need for expensive experts and hardware, your resources can instead be allocated to actually finding business value in the data.This book guides you through some advanced topics such as analytics in the cloud, data lakes, data ingestion, architecture, machine learning, and tools, including Apache Spark, Apache Hadoop, Apache Hive, Python, and SQL. Valuable exercises help reinforce what you have learned.What You Will LearnWho This Book Is For Data engineers, data scientists, and cloud architects who want or need to run advanced analytics in the cloud. It is assumed that the reader has data experience, but perhaps minimal exposure to Apache Spark and Azure Databricks. The book is also recommended for people who want to get started in the analytics field, as it provides a strong foundation.

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9781484257807: Beginning Apache Spark Using Azure Databricks: Unleashing Large Cluster Analytics in the Cloud

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ISBN 10:  1484257804 ISBN 13:  9781484257807
Publisher: Apress, 2020
Softcover

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Published by Springer India, 2022
ISBN 10: 1484275896 ISBN 13: 9781484275894
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International Edition
International Edition

Ilijason
Published by Springer India, 2022
ISBN 10: 1484275896 ISBN 13: 9781484275894
New Softcover
International Edition

Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.

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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-208151

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