Apache Spark 2 for Beginners [Video]

Apache Spark 2 for Beginners [Video]

Rajanarayanan Thottuvaikkatumana

Take your first steps in developing large-scale distributed data processing applications using Apache Spark 2
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Video Details

ISBN 13 9781787281004
Course Length 5 hours 38 minutes

Table of Contents

Video Description

Spark is one of the most widely-used large-scale data processing engines and runs extremely fast. It is a framework that has tools that are equally useful for application developers as well as data scientists.This book starts with the fundamentals of Spark 2 and covers the core data processing framework and API, installation, and application development setup. Then the Spark programming model is introduced through real-world examples followed by Spark SQL programming with DataFrames. An introduction to SparkR is covered next. Later, we cover the charting and plotting features of Python in conjunction with Spark data processing. After that, we take a look at Spark's stream processing, machine learning, and graph processing libraries. The last chapter combines all the skills you learned from the preceding chapters to develop a real-world Spark application.By the end of this video, you will be able to consolidate data processing, stream processing, machine learning, and graph processing into one unified and highly interoperable framework with a uniform API using Scala or Python.

Style and Approach

Learn about Spark's infrastructure with this practical tutorial. With the help of real-world use cases on the main features of Spark, we offer an easy introduction to the framework.

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What You Will Learn

  • Get to know the fundamentals of Spark 2.0 and the Spark programming model using Scala and Python
  • Know how to use Spark SQL and DataFrames using Scala and Python
  • Get an introduction to Spark programming using R
  • Perform Spark data processing, charting, and plotting using Python
  • Get acquainted with Spark stream processing using Scala and Python
  • Be introduced to machine learning with Spark using Scala and Python
  • Get started with graph processing with Spark using Scala
  • Develop a complete Spark application

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Table of Contents

Video Details

ISBN 139781787281004
Course Length5 hours 38 minutes
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