Building Recommendation Systems with Apache Mahout

In the age of personalized user experiences, recommendation systems have become a crucial part of many applications, from e-commerce platforms…

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Amazon Elastic Map Reduce to compute recommendations with Apache Mahout

Apache Mahout is a “scalable machine learning library” which, among others, contains implementations of various single-node and distributed recommendation algorithms.…

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Creating an on-line recommender system with Apache Mahout

Recently we’ve been implementing a recommender system for Yap.TV: you can see it in action after installing the app and…

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What is Big Data – Theory to Implementation

What is Big Data? You may ask; and more importantly why it is the latest trend in nearly every business…

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Mahout and Scalding for poker collusion detection

When I’ve been reading a very bright book on Mahout, Mahout In Action (which is a great hands-in intro to…

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Apache Mahout: Build a spam filter server

Something quite interesting has happened with Lucene. It started as a library, then its developers began adding new projects based…

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Apache Mahout: Getting started

Recently I have got an interesting problem to solve: how to classify text from different sources using automation? Some time…

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