Download e-book for iPad: Apache Mahout Essentials by Jayani Withanawasam

By Jayani Withanawasam

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

About This Book

  • Apply laptop studying algorithms successfully in creation environments with Apache Mahout
  • Gain higher insights into huge, complicated, and scalable datasets
  • Fast-paced educational, protecting the center innovations of Apache Mahout to enforce desktop studying on mammoth Data

Who This booklet Is For

If you're a Java developer or info scientist, have not labored with Apache Mahout ahead of, and need to wake up to hurry on enforcing computer studying on monstrous info, then this is often the right advisor for you.

What you'll Learn

  • Get all started with the basics of massive information, batch, and real-time information processing with an advent to Mahout and its applications
  • Understand the main computer studying suggestions at the back of algorithms in Apache Mahout
  • Apply computer studying algorithms supplied through Apache Mahout in real-world useful scenarios
  • Implement and evaluation widely-used clustering, category, and advice algorithms utilizing Apache Mahout
  • Discover guidance and tips to enhance the accuracy and function of your results
  • Set up Apache Mahout in a construction setting with Apache Hadoop
  • Glance on the Spark DSL developments in Apache Mahout 1.0
  • Provide dynamic and interactive information visualizations for Apache Mahout
  • Build a suggestion engine for real-time use situations and use user-based and item-based advice algorithms

In Detail

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

This ebook is an all-inclusive advisor to interpreting huge and complicated datasets utilizing Apache Mahout. It explains complex yet very powerful desktop studying algorithms easily, relating to real-world useful examples.

Starting from the elemental recommendations of computing device studying and Apache Mahout, this e-book courses you thru Apache Mahout's implementations of computer studying ideas together with class, clustering, and proposals. in this intriguing walkthrough, real-world functions, a various variety of renowned algorithms and their implementations, code examples, assessment innovations, and top practices are given for every process. eventually, you are going to research vdata visualization concepts for Apache Mahout to convey your information to life.

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Apache Mahout Essentials by Jayani Withanawasam


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