{"product_id":"9781491964552","title":"Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI","description":"\u003cp\u003eMachine 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.\u003c\/p\u003e\u003cp\u003eIf 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.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn how to import, manipulate, and export data with H2O\u003c\/li\u003e\n\u003cli\u003eExplore key machine-learning concepts, such as cross-validation and validation data sets\u003c\/li\u003e\n\u003cli\u003eWork with three diverse data sets, including a regression, a multinomial classification, and a binomial classification\u003c\/li\u003e\n\u003cli\u003eUse H2O to analyze each sample data set with four supervised machine-learning algorithms\u003c\/li\u003e\n\u003cli\u003eUnderstand how cluster analysis and other unsupervised machine-learning algorithms work\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":47126307438832,"sku":"9781491964552","price":33.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781491964552_p0.jpg?v=1763661552","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781491964552","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}