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p.d.f Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI eBook Book Details ●

Author : Darren Cook

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Pages : 300 pages

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Publisher : O Reilly Media 2016-12-16

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Language : English

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ISBN-10 : 149196460X

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ISBN-13 : 9781491964606

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Book Synopsis Machine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that’s easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.If you’re familiar with R or Python, know a bit of statistics, and have some experience manipulating data, author Darren Cook will take you through H2O basics and help you conduct machine-learning experiments on different sample data sets. You’ll explore several modern machine-learning techniques such as deep learning, random forests, unsupervised learning, and ensemble learning.Learn how to import, manipulate, and export data with H2OExplore key machine-learning concepts, such as cross-validation and validation data setsWork with three diverse data sets, including a regression, a multinomial classification, and a binomial