{"product_id":"practical-machine-learning-with-h2o-powerful-scalable-techniques-for-deep-learning-and-ai","title":"Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI","description":"\u003cp class=\"MsoNormal\" style=\"color: rgb(8, 113, 135); font-family: Verdana; font-size: 11px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; orphans: auto; text-align: justify; text-indent: 0px; text-transform: none; white-space: normal; widows: 1; word-spacing: 0px; -webkit-text-stroke-width: 0px; line-height: normal;\"\u003e\u003cspan style=\"color: rgb(38, 38, 38);\"\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\/span\u003e\u003c\/p\u003e\u003cp class=\"MsoNormal\" style=\"color: rgb(8, 113, 135); font-family: Verdana; font-size: 11px; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; orphans: auto; text-align: justify; text-indent: 0px; text-transform: none; white-space: normal; widows: 1; word-spacing: 0px; -webkit-text-stroke-width: 0px; line-height: normal;\"\u003e\u003cspan style=\"color: rgb(38, 38, 38);\"\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\/span\u003e\u003c\/p\u003e\u003cul type=\"disc\"\u003e\n\u003cli class=\"MsoNormal\"\u003eLearn how to import, manipulate, and export data with H2O\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eExplore key machine-learning concepts, such as cross-validation and validation data sets\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eWork with three diverse data sets, including a regression, a multinomial classification, and a binomial classification\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eUse H2O to analyze each sample data set with four supervised machine-learning algorithms\u003c\/li\u003e\n\u003cli class=\"MsoNormal\"\u003eUnderstand how cluster analysis and other unsupervised machine-learning algorithms work\u003c\/li\u003e\n\u003c\/ul\u003e\u003chr\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50505675145286,"sku":"9789352134861","price":652.5,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789352134861.jpg?v=1790314214","url":"https:\/\/cb-india.com\/products\/practical-machine-learning-with-h2o-powerful-scalable-techniques-for-deep-learning-and-ai","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}