The Art and Science of Analyzing Software Data

Written By Christian Bird
The Art and Science of Analyzing Software Data
  • Publsiher : Elsevier
  • Release : 02 September 2015
  • ISBN : 0124115438
  • Pages : 672 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled The Art and Science of Analyzing Software Data written by Christian Bird which was release on 02 September 2015, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

The Art and Science of Analyzing Software Data

The Art and Science of Analyzing Software Data
  • Author : Christian Bird,Tim Menzies,Thomas Zimmermann
  • Publisher : Elsevier
  • Release Date : 2015-09-02
  • Total pages : 672
  • ISBN : 0124115438
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Summary : 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 ...

Product Focused Software Process Improvement

Product Focused Software Process Improvement
  • Author : Michael Felderer,Daniel Méndez Fernández,Burak Turhan,Marcos Kalinowski,Federica Sarro,Dietmar Winkler
  • Publisher : Springer
  • Release Date : 2017-11-10
  • Total pages : 632
  • ISBN : 0124115438
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Summary : This book constitutes the refereed proceedings of the 18th International Conference on Product-Focused Software Process Improvement, PROFES 2017, held in Innsbruck, Austria, in November/December 2017. The 17 revised full papers presented together with 10 short papers, 21 workshop papers. 3 posters and tool demonstrations papers, and 4 tutorials were carefully reviewed and selected from 72 submissions. The ...

Essentials of Statistics for Business and Economics

Essentials of Statistics for Business and Economics
  • Author : David R. Anderson,Dennis J. Sweeney,Thomas A. Williams
  • Publisher : South-Western Pub
  • Release Date : 2006-10
  • Total pages : 406
  • ISBN : 0124115438
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Summary : ESSENTIALS OF STATISTICS FOR BUSINESS AND ECONOMICS ABBREVIATED HOMEWORK EDITION, 4e is an introductory statistics textbook that emphasizes statistical concepts and applications. The discussion and development of each technique is presented in an application setting, with the statistical results providing insights to decisions and solutions to problems. The easy-to-follow presentation ...

Applied Data Science

Applied Data Science
  • Author : Martin Braschler,Thilo Stadelmann,Kurt Stockinger
  • Publisher : Springer
  • Release Date : 2019-06-13
  • Total pages : 465
  • ISBN : 0124115438
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Summary : This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while simultaneously providing the reader with relevant lessons learned from applied data science projects at the intersection of academia and industry. As such, it is not a replacement ...

Art of Doing Science and Engineering

Art of Doing Science and Engineering
  • Author : Richard R. Hamming
  • Publisher : CRC Press
  • Release Date : 2003-12-16
  • Total pages : 376
  • ISBN : 0124115438
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Summary : Highly effective thinking is an art that engineers and scientists can be taught to develop. By presenting actual experiences and analyzing them as they are described, the author conveys the developmental thought processes employed and shows a style of thinking that leads to successful results is something that can be ...

Science Software

Science Software
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 0124115438
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Summary : Download or read online Science Software written by , published by which was released on 1989. Get Science Software Books now! Available in PDF, ePub and Kindle....

Software State of the art

Software State of the art
  • Author : Tom DeMarco,Timothy R. Lister
  • Publisher : Dorset House
  • Release Date : 1990
  • Total pages : 570
  • ISBN : 0124115438
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Summary : The papers were selected from more than a dozen sources, including IEEE Computer, Software -- Practice & Experience, IEEE Transactions on Software Engineering, and Communications of the ACM....

Proceedings of the Fifth European Conference on Software Maintenance and Reengineering

Proceedings of the Fifth European Conference on Software Maintenance and Reengineering
  • Author : Pedro Sousa,Jürgen Ebert
  • Publisher : IEEE
  • Release Date : 2001
  • Total pages : 217
  • ISBN : 0124115438
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Summary : The proceedings volume of the March 2001 conference contains 19 full papers and eight short papers that discuss software maintenance tools and reengineering services, including work on reverse engineering, slicing, metrics, program manipulation, migration and transformation, effort estimation, and maintenance modeling and simulation. Some of the topics are evaluating the effect of ...

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Geodetic Time Series Analysis in Earth Sciences
  • Author : Jean-Philippe Montillet,Machiel S. Bos
  • Publisher : Springer
  • Release Date : 2019-08-16
  • Total pages : 422
  • ISBN : 0124115438
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Summary : This book provides an essential appraisal of the recent advances in technologies, mathematical models and computational software used by those working with geodetic data. It explains the latest methods in processing and analyzing geodetic time series data from various space missions (i.e. GNSS, GRACE) and other technologies (i.e. ...

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  • Author : Edwin Diday,Monique Noirhomme-Fraiture
  • Publisher : John Wiley & Sons
  • Release Date : 2008-04-15
  • Total pages : 476
  • ISBN : 0124115438
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Summary : Symbolic data analysis is a relatively new field that provides a range of methods for analyzing complex datasets. Standard statistical methods do not have the power or flexibility to make sense of very large datasets, and symbolic data analysis techniques have been developed in order to extract knowledge from such ...

The Software Encyclopedia

The Software Encyclopedia
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 0124115438
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Summary : Download or read online The Software Encyclopedia written by , published by which was released on 1989. Get The Software Encyclopedia Books now! Available in PDF, ePub and Kindle....

Annual Quality Congress Transactions

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1987
  • Total pages : 212
  • ISBN : 0124115438
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Summary : Download or read online Annual Quality Congress Transactions written by , published by which was released on 1987. Get Annual Quality Congress Transactions Books now! Available in PDF, ePub and Kindle....

TIMS ORSA Bulletin

TIMS ORSA Bulletin
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1990
  • Total pages : 212
  • ISBN : 0124115438
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Summary : Download or read online TIMS ORSA Bulletin written by , published by which was released on 1990. Get TIMS ORSA Bulletin Books now! Available in PDF, ePub and Kindle....

Practical Digital Forensics

Practical Digital Forensics
  • Author : Richard Boddington
  • Publisher : Packt Publishing
  • Release Date : 2016-05-26
  • Total pages : 372
  • ISBN : 0124115438
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Summary : Get started with the art and science of digital forensics with this practical, hands-on guide!About This Book*Champion the skills of digital forensics by understanding the nature of recovering and preserving digital information which is essential for legal or disciplinary proceedings*Explore new and promising forensic processes and tools ...

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Proceedings of the     International Symposium on Software Testing and Analysis  ISSTA
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 0124115438
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Summary : Download or read online Proceedings of the International Symposium on Software Testing and Analysis ISSTA written by , published by which was released on 1993. Get Proceedings of the International Symposium on Software Testing and Analysis ISSTA Books now! Available in PDF, ePub and Kindle....