{"product_id":"data-science-analytics-and-machine-luiz-favero-9780128242711","title":"Data Science, Analytics and Machine Learning with R","description":"\u003cp\u003e\u003ci\u003eData Science, Analytics and Machine Learning with R\u003c\/i\u003e explains the principles of data mining and machine learning techniques and accentuates the importance of applied and multivariate modeling. The book emphasizes the fundamentals of each technique, with step-by-step codes and real-world examples with data from areas such as medicine and health, biology, engineering, technology and related sciences. Examples use the most recent R language syntax, with recognized robust, widespread and current packages. Code scripts are exhaustively commented, making it clear to readers what happens in each command. For data collection, readers are instructed how to build their own robots from the very beginning.\u003c\/p\u003e \u003cp\u003eIn addition, an entire chapter focuses on the concept of spatial analysis, allowing readers to build their own maps through geo-referenced data (such as in epidemiologic research) and some basic statistical techniques. Other chapters cover ensemble and uplift modeling and GLMM (Generalized Linear Mixed Models) estimations, both linear and nonlinear.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Luiz Paulo Favero, Patricia Belfiore, Rafael de Freitas Souza\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 012824271X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128242711\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/25\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 660\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.33lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.50w x 1.33d","brand":"Luiz Paulo Favero","offers":[{"title":"Paperback","offer_id":44076425838847,"sku":"9780128242711","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_7c31b815-efd8-4386-99a8-d3e728bc8cdf.jpg?v=1685464919","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-science-analytics-and-machine-luiz-favero-9780128242711","provider":"WR Book House","version":"1.0","type":"link"}