{"product_id":"practical-machine-learning-with-h2o-powerful-scalable-techniques-for-deep-learning-and-ai-9781491964606","title":"Practical Machine Learning with H2O: Powerful, Scalable Techniques for Deep Learning and AI","description":"\u003cp\u003e • Author(s): Darren Cook\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\u003e 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. \u003c\/p\u003e\u003cul\u003e \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","offers":[{"title":"Paperback","offer_id":45132104040599,"sku":"9781491964606","price":3011.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491964606.webp?v=1767102702","url":"https:\/\/atlanticbooks.com\/products\/practical-machine-learning-with-h2o-powerful-scalable-techniques-for-deep-learning-and-ai-9781491964606","provider":"Atlantic Books","version":"1.0","type":"link"}