Scalable Machine Learning in R and Python with H2O

Scalable Machine Learning in R and Python with H2O: Data Science Lecture Series Lecture | March 11 | 1:10-2:30 p.m. | 190 Doe Library Speaker: Erin LeDell, Statistician and Machine Learning Scientist, H20.ai Sponsor: Berkeley Institute for Data Science The focus of this talk is scalable machine learning using the H2O R and Python packages. H2O is an open source distributed machine learning platform designed for big data, with the added benefit that it’s easy to use on a laptop (in addition to a multi-node Hadoop or Spark cluster). The core machine learning algorithms of H2O are implemented in high-performance Java; however, fully featured APIs are available in R, Python, Scala, and REST/JSON and also through a web interface.Since H2O’s algorithm implementations are distributed, this allows the software to scale to very…


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