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PRACTICAL MACHINE LEARNING WITH H2O: POWERFUL, SCALABLE TECHNIQUES FOR AI AND DEEP LEARNING (pb) 2017
Author: COOK
ISBN: 9789352134861
Year: 2017
Publisher: SHROFF PUBLISHERS & DISTRIBUTORS PVT LTD
Category: ARTIFICIAL INTELLIGENCE
Edition: 1
Format: Paperback
Language: English
Pages: 300
 ABOUT THE TITLE
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 H2O
Explore key machine-learning concepts, such as cross-validation and validation data sets
Work with three diverse data sets, including a regression, a multinomial classification, and a binomial classification
Use H2O to analyze each sample data set with four supervised machine-learning algorithms
Understand how cluster analysis and other unsupervised machine-learning algorithms work

Author: Darren Cook
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