H2O is an open-source generative AI platform that supports machine learning and predictive analytics in memory and over-networked systems. It allows the creation of machine learning algorithms based on vast datasets and implementation of those models across an organization. Although Java is H2O's codebase, it has APIs in Python, R, and Scala, making it accessible to various data miners, engineers, and scientists.