• Finding related searches with Spark

    Nov 19, 2013 spark related searches co-occurrence machine learning scala

    Unsupervised learning from user behaviour When a user navigates a site they leave a valuable trail of information - what their first search was, what they followed this search with, and so on. Using this data we can learn related searches automatically by co-occurrence counting. This post takes you through the steps to …

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  • Spark and Elasticsearch

    Nov 12, 2013 spark scala elasticsearch big data

    Elastic Sparkle If you work in the Hadoop world and have not yet heard of Spark, drop everything and go check it out. It’s a really powerful, intuitive and fast map/reduce system (and some). Where it beats Hadoop/Pig/Hive hands down is it’s not a massive stack of quirky DSLs built on top of layers of clunky …

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Barnaby Gray

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