Machine Learning and Big Data

15Hands-On H2O Machine Learning Tool

Uma N. Dulhare¹, Azmath Mubeen²* and Khaleel Ahmad³

¹ Department of Computer Science, Muffakham Jah College of Engineering & Technology, Hyderabad, India

² Department of Computer Science, University College for Women, OU, Hyderabad, India

³ Department of Computer Science and Information Technology, Maulana Azad National Urdu University, Hyderabad, India

Abstract

In the recent era, we have seen a huge increase in AI and machine learning adoption, there has been a major growth in the numerous software tools available for developers to make use of H2O that is a free source software tool which can be easily downloaded from the web. H2O has been implanted within the machine learning area for corporate organizations and designers. H2O was developed by the corporation H2O.ai and is developed in the object oriented languages Java, Python, and R. H2O is developed with the programming languages designers that are acquainted with in order to build it comfortable for them to use the machine learning tools and predictive analytics. H2O can all be utilized to evaluate and analyze datasets which is available in the cloud and Apache Hadoop file systems. H2O aids the broadly utilized arithmetic and knowledge engineering algorithms comprising gradient boosting algorithms, comprehensive multivariate regression models, deep machine learning, and beyond. H2O platform is utilized by more than 18,000 organizations worldwide and has been widely accepted in both ...