New PDF release: Apache Spark 2 for Beginners

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By Rajanarayanan Thottuvaikkatumana

Key Features

  • This booklet bargains a simple advent to the Spark framework released at the most up-to-date model of Apache Spark 2
  • Perform effective information processing, computer studying and graph processing utilizing quite a few Spark components
  • A useful advisor aimed toward rookies to get them up and working with Spark

Book Description

Spark is among the such a lot widely-used large-scale information processing engines and runs tremendous speedy. it's a framework that has instruments which are both invaluable for software builders in addition to facts scientists.

This booklet begins with the basics of Spark 2 and covers the center info processing framework and API, deploy, and alertness improvement setup. Then the Spark programming version is brought via real-world examples via Spark SQL programming with DataFrames. An advent to SparkR is roofed subsequent. Later, we hide the charting and plotting beneficial properties of Python together with Spark information processing. After that, we look at Spark's flow processing, computing device studying, and graph processing libraries. The final bankruptcy combines all of the abilities you discovered from the previous chapters to enhance a real-world Spark application.

By the top of this booklet, you've gotten the entire wisdom you want to advance effective large-scale purposes utilizing Apache Spark.

What you are going to learn

  • Get to grasp the basics of Spark 2 and the Spark programming version utilizing Scala and Python
  • Know the way to use Spark SQL and DataFrames utilizing Scala and Python
  • Get an creation to Spark programming utilizing R
  • Perform Spark information processing, charting, and plotting utilizing Python
  • Get accustomed to Spark movement processing utilizing Scala and Python
  • Be brought to laptop studying utilizing Spark MLlib
  • Get began with graph processing utilizing the Spark GraphX
  • Bring jointly all that you have discovered and advance an entire Spark application

About the Author

Rajanarayanan Thottuvaikkatumana, Raj, is a professional technologist with greater than 23 years of software program improvement adventure at a number of multinational businesses. He has lived and labored in India, Singapore, and the united states, and is shortly dependent out of the united kingdom. His event comprises architecting, designing, and constructing software program purposes. He has labored on quite a few applied sciences together with significant databases, software improvement structures, internet applied sciences, and massive facts applied sciences. because 2000, he has been operating ordinarily in Java comparable applied sciences, and does heavy-duty server-side programming in Java and Scala. He has labored on very hugely concurrent, hugely dispensed, and excessive transaction quantity structures. presently he's construction a subsequent new release Hadoop YARN-based facts processing platform and an program suite outfitted with Spark utilizing Scala.

Raj holds one master's measure in arithmetic, one master's measure in computing device details structures and has many certifications in ITIL and cloud computing to his credits. Raj is the writer of Cassandra layout styles - moment version, released via Packt.

When no longer engaged on the assignments his day task calls for, Raj is an avid listener to classical song and watches loads of tennis.

Table of Contents

  1. Spark Fundamentals
  2. Spark Programming Model
  3. Spark SQL
  4. Spark Programming with R
  5. Spark information research with Python
  6. Spark circulation Processing
  7. Spark laptop Learning
  8. Spark Graph Processing
  9. Designing Spark Applications

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Apache Spark 2 for Beginners by Rajanarayanan Thottuvaikkatumana

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