June 24th, 2013

H2O at the Hadoop Summit – Machine Learning Evening with Big Data Science

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In a triple header with Mahout, Alpine Data and 0xdata, Sri presents at the Machine Learning Evening at the Hadoop Summit.
Be sure to bring your Data Science hat on!

Topic

“Big Data + Better Algorithms ==> Better Predictions with H2O”

Abstract:

“H2O's fast high scale open source algorithms are set to revolutionize Predictive Analytics. A math engine that brings interactivity and scale to Big Data Modeling heralds newer possibilities, one without sampling. In this talk, we describe our popular distributed algorithms of Classification, Regression & Clustering and early signs of superior predictive performance with ample help from Big Data. We also take a peek at H2O's infrastructure: fine-grain parallelism that reduces early and often; leading to lot less intermediate data and a lot better memory behavior. Finally, we show how we are democratizing big data science with ease-of-use and transparency that can entice new data enthusiasts into an exclusive sport!”
For the full presentation by SriSatish at The Hadoop Summit in San Jose: http://youtu.be/1O8tJqjHWUs

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