Machine Learning at Scale with H2O (eBook, ePUB)

Machine Learning at Scale with H2O (eBook, ePUB)

A practical guide to building and deploying machine learning models on enterprise systems

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H2O is an open source, fast, and scalable machine learning framework that allows you to build models using big data and then easily productionalize them in diverse enterprise environments. Machine Learning at Scale with H2O begins with an overview of the challenges faced in building machine learning models on large enterprise systems, and then addresses how H2O helps you to overcome them. You'll start by exploring H2O's in-memory distributed architecture and find out how it enables you to build highly accurate and explainable models on massive datasets using your favorite ML algorithms, langua...

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