Beginning Apache Spark : With Streams, Resilient Distributed Datasets, Spark SQL, and Machine Learning

Luu, Hien

ISBN 10: 1484235789 / ISBN 13: 9781484235782

Verlag: Apress L. P., 2018

Beschreibung

Used book that is in excellent condition. May show signs of wear or have minor defects. Bestandsnummer des Verkäufers 40061950-6

Bibliografische Details

Titel: Beginning Apache Spark : With Streams, ...

Verlag: Apress L. P.

Erscheinungsdatum: 2018

Einband: Softcover

Zustand: Very Good

Über diesen Titel

Inhaltsangabe:

<DIV>DEVELOP APPLICATIONS FOR THE BIG DATA LANDSCAPE WITH SPARK AND HADOOP. THIS BOOK ALSO EXPLAINS THE ROLE OF SPARK IN DEVELOPING SCALABLE MACHINE LEARNING AND ANALYTICS APPLICATIONS WITH CLOUD TECHNOLOGIES. <I>BEGINNING APACHE SPARK 2</I> GIVES YOU AN INTRODUCTION TO APACHE SPARK AND SHOWS YOU HOW TO WORK WITH IT.</DIV><DIV><BR></DIV><DIV>ALONG THE WAY, YOU’LL DISCOVER RESILIENT DISTRIBUTED DATASETS (RDDS); USE SPARK SQL FOR STRUCTURED DATA; AND LEARN STREAM PROCESSING AND BUILD REAL-TIME APPLICATIONS WITH SPARK STRUCTURED STREAMING. FURTHERMORE, YOU’LL LEARN THE FUNDAMENTALS OF SPARK ML FOR MACHINE LEARNING AND MUCH MORE.&NBSP;<BR></DIV><DIV><BR></DIV><DIV>AFTER YOU READ THIS BOOK, YOU WILL HAVE THE FUNDAMENTALS TO BECOME PROFICIENT IN USING APACHE SPARK AND KNOW WHEN AND HOW TO APPLY IT TO YOUR BIG DATA APPLICATIONS. &NBSP;</DIV><DIV><BR></DIV><DIV><BR></DIV><DIV><B>WHAT YOU WILL LEARN&NBSP;&NBSP;</B></DIV><DIV><UL><LI>UNDERSTAND SPARK UNIFIED DATA PROCESSING PLATFORM</LI><LI>HOW TO RUN SPARK IN SPARK SHELL OR DATABRICKS&NBSP;<BR></LI><LI>USE AND MANIPULATE RDDS&NBSP;<BR></LI><LI>DEAL WITH STRUCTURED DATA USING SPARK SQL THROUGH ITS OPERATIONS AND ADVANCED FUNCTIONS</LI><LI>BUILD REAL-TIME APPLICATIONS USING SPARK STRUCTURED STREAMING<BR></LI><LI>DEVELOP INTELLIGENT APPLICATIONS WITH THE SPARK MACHINE LEARNING LIBRARY<BR></LI></UL></DIV><DIV><BR></DIV><DIV><B>WHO THIS BOOK IS FOR</B></DIV><DIV><BR></DIV><DIV>PROGRAMMERS AND DEVELOPERS ACTIVE IN BIG DATA, HADOOP, AND JAVA BUT WHO ARE NEW TO THE APACHE SPARK PLATFORM. &NBSP;</DIV><DIV><BR></DIV>

Reseña del editor:

Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work with it.
Along the way, you’ll discover resilient distributed datasets (RDDs); use Spark SQL for structured data; and learn stream processing and build real-time applications with Spark Structured Streaming. Furthermore, you’ll learn the fundamentals of Spark ML for machine learning and much more. 

After you read this book, you will have the fundamentals to become proficient in using Apache Spark and know when and how to apply it to your big data applications.  

What You Will Learn  

• Understand Spark unified data processing platform
• How to run Spark in Spark Shell or Databricks 
  
• Use and manipulate RDDs 
  
• Deal with structured data using Spark SQL through its operations and advanced functions
• Build real-time applications using Spark Structured Streaming
  
• Develop intelligent applications with the Spark Machine Learning library
  

Who This Book Is For
Programmers and developers active in big data, Hadoop, and Java but who are new to the Apache Spark platform.