{"product_id":"data-science-with-java-practical-methods-for-scientists-and-engineers-9781491934111","title":"Data Science with Java: Practical Methods for Scientists and Engineers","description":"\u003cp\u003e • Author(s): Phd Michael R. Brzustowicz\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Languages - Java\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eData Science is booming thanks to R and Python, but Java brings the robustness, convenience, and ability to scale critical to today's data science applications. With this practical book, Java software engineers looking to add data science skills will take a logical journey through the data science pipeline. Author Michael Brzustowicz explains the basic math theory behind each step of the data science process, as well as how to apply these concepts with Java. \u003c\/p\u003e\u003cp\u003e You'll learn the critical roles that data IO, linear algebra, statistics, data operations, learning and prediction, and Hadoop MapReduce play in the process. Throughout this book, you'll find code examples you can use in your applications. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eExamine methods for obtaining, cleaning, and arranging data into its purest form \u003c\/li\u003e\n\u003cli\u003eUnderstand the matrix structure that your data should take \u003c\/li\u003e\n\u003cli\u003eLearn basic concepts for testing the origin and validity of data \u003c\/li\u003e\n\u003cli\u003eTransform your data into stable and usable numerical values \u003c\/li\u003e\n\u003cli\u003eUnderstand supervised and unsupervised learning algorithms, and methods for evaluating their success \u003c\/li\u003e\n\u003cli\u003eGet up and running with MapReduce, using customized components suitable for data science algorithms \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45035880841367,"sku":"9781491934111","price":4104.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491934111.webp?v=1769212400","url":"https:\/\/atlanticbooks.com\/products\/data-science-with-java-practical-methods-for-scientists-and-engineers-9781491934111","provider":"Atlantic Books","version":"1.0","type":"link"}