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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Beginning Apache Spark Using Azure Databricks
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Beginning Apache Spark Using Azure Databricks
Robert Ilijason (Taschenbuch, Englisch)
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Beschreibung
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 aboutconfiguring 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 Learn Discover the value of big data analytics that leverage the power of the cloud Get started with Databricks using SQL and Python in either Microsoft Azure or AWS Understand the underlying technology, and how the cloud and Apache Spark fit into the bigger picture See how these tools are used in the real world Run basic analytics, including machine learning, on billions of rows at a fraction of a cost or free Who 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. 53,49 €
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Technische Daten
Erscheinungsdatum
12.06.2020
Sprache
Englisch
EAN
9781484257807
Herausgeber
APRESS
Sonderedition
Nein
Autor
Robert Ilijason
Seitenanzahl
274
Auflage
1st edition
Einbandart
Taschenbuch
Buch Untertitel
Unleashing Large Cluster Analytics in the Cloud
Schlagwörter
Azure Spark, Cloud Analytics, Advanced Analytics, Spark, High Performance Analytics, Microsoft Azure and Data, Hadoop, Analyzing Data, Data lake Analytics, HDInsight, Azure Data Lake, AWS and Data
Thema-Inhalt
UN - Datenbanken
UMP - Microsoftprogrammierung
ULJ - Open-Source und sonstige Betriebssysteme
Höhe
254 mm
Breite
17.8 cm
Transparenz & Sicherheit
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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