Apache Mahout Essentials by Jayani Withanawasam PDF

Java Programming

By Jayani Withanawasam

ISBN-10: 1783554991

ISBN-13: 9781783554997

Implement top-notch computing device 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 recommendations of Apache Mahout to enforce computer studying on huge Data

Who This publication Is For

If you're a Java developer or info scientist, have not labored with Apache Mahout ahead of, and wish to wake up to hurry on imposing desktop studying on tremendous info, then this is often the best consultant for you.

What you'll Learn

  • Get began with the basics of huge information, batch, and real-time facts processing with an creation to Mahout and its applications
  • Understand the major desktop studying suggestions at the back of algorithms in Apache Mahout
  • Apply computing device studying algorithms supplied by means of Apache Mahout in real-world sensible scenarios
  • Implement and evaluation widely-used clustering, type, and suggestion algorithms utilizing Apache Mahout
  • Discover guidance and tips to enhance the accuracy and function of your results
  • Set up Apache Mahout in a construction surroundings with Apache Hadoop
  • Glance on the Spark DSL developments in Apache Mahout 1.0
  • Provide dynamic and interactive info visualizations for Apache Mahout
  • Build a suggestion engine for real-time use circumstances and use user-based and item-based advice algorithms

In Detail

Apache Mahout is a scalable computer studying library with algorithms for clustering, type, and suggestions. It empowers clients to research styles in huge, diversified, and intricate datasets speedier and extra scalably.

This e-book is an all-inclusive consultant to examining huge and intricate datasets utilizing Apache Mahout. It explains complex yet very potent desktop studying algorithms easily, on the subject of real-world useful examples.

Starting from the basic options of desktop studying and Apache Mahout, this ebook courses you thru Apache Mahout's implementations of laptop studying suggestions together with class, clustering, and proposals. in this fascinating walkthrough, real-world purposes, a various diversity of well known algorithms and their implementations, code examples, evaluate suggestions, and top practices are given for every approach. ultimately, you are going to examine vdata visualization strategies for Apache Mahout to deliver your info to life.

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Apache Mahout Essentials by Jayani Withanawasam


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