The Art and Science of Analyzing Software Data: Analysis Patterns

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9780124115194: The Art and Science of Analyzing Software Data: Analysis Patterns

The Art and Science of Analyzing Software Data 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. The 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. * Presents best practices, hints, and tips to analyze data and apply tools in data science projects* Presents research methods and case studies that have emerged over the past few years to further understanding of software data* Shares stories from the trenches of successful data science initiatives in industry

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Christian Bird, Tim Menzies, Thomas Zimmermann
Published by ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 235 x 191 mm. Language: English . Brand New Book. The Art and Science of Analyzing Software Data 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. The 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. * Presents best practices, hints, and tips to analyze data and apply tools in data science projects* Presents research methods and case studies that have emerged over the past few years to further understanding of software data* Shares stories from the trenches of successful data science initiatives in industry. Bookseller Inventory # AA59780124115194

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Published by ELSEVIER SCIENCE TECHNOLOGY, United States (2015)
ISBN 10: 0124115195 ISBN 13: 9780124115194
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Book Description ELSEVIER SCIENCE TECHNOLOGY, United States, 2015. Paperback. Book Condition: New. 235 x 190 mm. Language: English . Brand New Book. The Art and Science of Analyzing Software Data 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. The 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. Bookseller Inventory # AA59780124115194

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Christiane Bird, Tim Menzies, Thomas Zimmermann
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Book Description Morgan Kaufmann Publishers In 2015-07-29, 2015. Book Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Bookseller Inventory # NU-GRD-05283094

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Book Description Elsevier Science & Technology. Paperback. Book Condition: new. BRAND NEW, The Art and Science of Analyzing Software Data: Analysis Patterns, Christiane Bird, Tim Menzies, Thomas Zimmermann, The Art and Science of Analyzing Software Data 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. The 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. * Presents best practices, hints, and tips to analyze data and apply tools in data science projects* Presents research methods and case studies that have emerged over the past few years to further understanding of software data* Shares stories from the trenches of successful data science initiatives in industry. Bookseller Inventory # B9780124115194

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Bird, Christian/ Menzies, Tim/ Zimmermann, Thomas
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Book Description Elsevier Science & Technology 2015-08-27, San Francisco, 2015. paperback. Book Condition: New. Bookseller Inventory # 9780124115194

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Published by Morgan Kaufmann (2015)
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Book Description Morgan Kaufmann, 2015. Book Condition: New. Editor(s): Bird, Christiane; Menzies, Tim; Zimmermann, Thomas. Num Pages: 672 pages. BIC Classification: UMZ; UNF; UYD. Category: (P) Professional & Vocational. Dimension: 238 x 193 x 38. Weight in Grams: 1408. . 2015. 1st Edition. Paperback. . . . . . Bookseller Inventory # V9780124115194

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Published by Morgan Kaufmann Publishers In (2015)
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Book Description Morgan Kaufmann Publishers In, 2015. Paperback. Book Condition: New. Brand New Book. Shipping: Once your order has been confirmed and payment received, your order will then be processed. The book will be located by our staff, packaged and despatched to you as quickly as possible. From time to time, items get mislaid en route. If your item fails to arrive, please contact us first. We will endeavour to trace the item for you and where necessary, replace or refund the item. Please do not leave negative feedback without contacting us first. All orders will be dispatched within two working days. If you have any quesions please contact us. Bookseller Inventory # V9780124115194

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Book Description Morgan Kaufmann. Book Condition: New. Editor(s): Bird, Christiane; Menzies, Tim; Zimmermann, Thomas. Num Pages: 672 pages. BIC Classification: UMZ; UNF; UYD. Category: (P) Professional & Vocational. Dimension: 238 x 193 x 38. Weight in Grams: 1408. . 2015. 1st Edition. Paperback. . . . . Books ship from the US and Ireland. Bookseller Inventory # V9780124115194

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