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Product Details

Apache Spark 2 for Beginners

Take the First Steps In Developing Large-Scale Distributed Data Processing Applications

By Packt Publishing | in Online Courses

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. By the end of this book, you will have all the knowledge you need to develop efficient large-scale applications using Apache Spark.

  • Get to know the fundamentals of Spark 2 & the Spark programming model using Scala and Python
  • Know how to use Spark SQL & DataFrames using Scala and Python
  • Get an introduction to Spark programming using R
  • Perform Spark data processing, charting, & plotting using Python
  • Get acquainted w/ Spark stream processing using Scala & Python
  • Be introduced to machine learning using Spark MLlib
  • Get started with graph processing using the Spark GraphX
  • Bring together all that you’ve learned & develop a complete Spark application

Details & Requirements

  • Length of time users can access this course: lifetime
  • Access options: web streaming, mobile streaming
  • Certification of completion not included
  • Redemption deadline: redeem your code within 30 days of purchase
  • Experience level required: all levels

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.



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  • Unredeemed licenses can be returned for store credit within 15 days of purchase. Once your license is redeemed, all sales are final.