June 24th, 2013
H2O at the Hadoop Summit – Machine Learning Evening with Big Data ScienceRSS Share Category: Uncategorized [EN]
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!
“Big Data + Better Algorithms ==> Better Predictions with H2O”
“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