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The Art and Science of Analyzing Software Data (Paperback)
  • The Art and Science of Analyzing Software Data (Paperback)
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The Art and Science of Analyzing Software Data (Paperback)

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£47.99
Paperback 672 Pages / Published: 27/08/2015
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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.

Publisher: Elsevier Science & Technology
ISBN: 9780124115194
Number of pages: 672
Weight: 1400 g
Dimensions: 235 x 191 x 28 mm

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