{"product_id":"the-art-and-science-of-christian-bird-9780124115194","title":"The Art and Science of Analyzing Software Data","description":"\u003cp\u003e\u003ci\u003eThe Art and Science of Analyzing Software Data\u003c\/i\u003e provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science.\u003c\/p\u003e \u003cp\u003eThe book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Christian Bird\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0124115195\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780124115194\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Morgan Kaufmann Publishers\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/01\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 672\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 3.10lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.40w x 1.10d","brand":"Christian Bird","offers":[{"title":"Paperback","offer_id":48112830710015,"sku":"9780124115194","price":69.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b6a86537-5b84-4361-8f35-ac253f0ebdd0.jpg?v=1769611228","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-art-and-science-of-christian-bird-9780124115194","provider":"WR Book House","version":"1.0","type":"link"}