Apache Mahout Essentials - download pdf or read online

By Jayani Withanawasam

Implement top-notch desktop studying algorithms for category, clustering, and proposals with Apache Mahout

About This Book

  • Apply desktop studying algorithms successfully in creation environments with Apache Mahout
  • Gain greater insights into huge, complicated, and scalable datasets
  • Fast-paced instructional, masking the middle suggestions of Apache Mahout to enforce desktop studying on tremendous Data

Who This booklet Is For

If you're a Java developer or information scientist, have not labored with Apache Mahout sooner than, and wish to wake up to hurry on enforcing computing device studying on huge info, then this is often the correct advisor for you.

What you'll Learn

  • Get all started with the basics of huge information, batch, and real-time facts processing with an creation to Mahout and its applications
  • Understand the main laptop studying options in the back of algorithms in Apache Mahout
  • Apply computer studying algorithms supplied by means of Apache Mahout in real-world sensible scenarios
  • Implement and review widely-used clustering, type, and suggestion algorithms utilizing Apache Mahout
  • Discover counsel and tips to enhance the accuracy and function of your results
  • Set up Apache Mahout in a construction atmosphere with Apache Hadoop
  • Glance on the Spark DSL developments in Apache Mahout 1.0
  • Provide dynamic and interactive facts visualizations for Apache Mahout
  • Build a suggestion engine for real-time use instances and use user-based and item-based suggestion algorithms

In Detail

Apache Mahout is a scalable desktop studying library with algorithms for clustering, category, and proposals. It empowers clients to investigate styles in huge, diversified, and complicated datasets swifter and extra scalably.

This publication is an all-inclusive consultant to interpreting huge and intricate datasets utilizing Apache Mahout. It explains advanced yet very powerful computing device studying algorithms easily, on the subject of real-world useful examples.

Starting from the elemental options of computing device studying and Apache Mahout, this e-book courses you thru Apache Mahout's implementations of laptop studying strategies together with type, clustering, and proposals. in this intriguing walkthrough, real-world functions, a various variety of well known algorithms and their implementations, code examples, overview thoughts, and top practices are given for every process. ultimately, you are going to research vdata visualization thoughts for Apache Mahout to convey your information to life.

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Apache Mahout Essentials by Jayani Withanawasam

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