H2O Introduction

H2O is a leading open-source Machine Learning & Artificial Intelligence platform created by H2O.ai that includes mostly widely used Machine Learning algorithms, such as generalized linear modeling (linear regression, logistic regression, etc.), Na¨ıve Bayes, principal components analysis, k-means clustering, and word2vec

H2O runs on distributed in-memory and handles billions of data rows and designed to run in standalone mode, on Hadoop, or within a Spark Cluster.

H2O also comes with Flow (a.k.a H2O Flow) which is a web-based interactive user interface that enables you to execute and view the graphs and plots on a single page.

H20 design and architecture


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