Perspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community’s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains. Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. Presents the wisdom of community experts, derived from a summit on software analytics Provides contributed chapters that share discrete ideas and technique from the trenches Covers top areas of concern, including mining security and social data, data visualization, and cloud-based data Presented in clear chapters designed to be applicable across many domains

Produk Detail:

  • Author : Tim Menzies
  • Publisher : Morgan Kaufmann
  • Pages : 408 pages
  • ISBN : 0128042613
  • Rating : 5/5 from 1 reviews
CLICK HERE TO GET THIS BOOKPerspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering
  • Author : Tim Menzies,Laurie Williams,Thomas Zimmermann
  • Publisher : Morgan Kaufmann
  • Release : 14 July 2016
GET THIS BOOKPerspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering

Software Engineering Perspectives and Application in Intelligent Systems

Software Engineering Perspectives and Application in Intelligent Systems
  • Author : Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Petr Silhavy,Zdenka Prokopova
  • Publisher : Springer
  • Release : 21 April 2016
GET THIS BOOKSoftware Engineering Perspectives and Application in Intelligent Systems

The volume Software Engineering Perspectives and Application in Intelligent Systems presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of Software Engineering. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented. The 5th Computer Science On-line Conference (CSOC 2016) is intended to provide an international forum for discussions on the latest research results in all

Software Testing in the Cloud: Perspectives on an Emerging Discipline

Software Testing in the Cloud: Perspectives on an Emerging Discipline
  • Author : Tilley, Scott
  • Publisher : IGI Global
  • Release : 30 November 2012
GET THIS BOOKSoftware Testing in the Cloud: Perspectives on an Emerging Discipline

In recent years, cloud computing has gained a significant amount of attention by providing more flexible ways to store applications remotely. With software testing continuing to be an important part of the software engineering life cycle, the emergence of software testing in the cloud has the potential to change the way software testing is performed. Software Testing in the Cloud: Perspectives on an Emerging Discipline is a comprehensive collection of research by leading experts in the field providing an overview

Challenges and Applications of Data Analytics in Social Perspectives

Challenges and Applications of Data Analytics in Social Perspectives
  • Author : Sathiyamoorthi, V.,Elci, Atilla
  • Publisher : IGI Global
  • Release : 04 December 2020
GET THIS BOOKChallenges and Applications of Data Analytics in Social Perspectives

With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success. Such limitations as the lack of better methods, deeper understanding of problems, and advanced tools are hindering progress. Challenges and Applications of Data Analytics

Perspectives on Software Requirements

Perspectives on Software Requirements
  • Author : Julio Cesar Sampaio do Prado Leite,Jorge Horacio Doorn
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
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Perspectives On Software Requirements presents perspectives on several current approaches to software requirements. Each chapter addresses a specific problem where the authors summarize their experiences and results to produce well-fit and traceable requirements. Chapters highlight familiar issues with recent results and experiences, which are accompanied by chapters describing well-tuned new methods for specific domains.

Perspectives on Free and Open Source Software

Perspectives on Free and Open Source Software
  • Author : Joseph Feller,Brian Fitzgerald,Lecturer Program on History and Literature Brian Fitzgerald,Scott A. Hissam,Karim R. Lakhani,Assistant Professor of Business Administration Karim R Lakhani
  • Publisher : MIT Press
  • Release : 17 September 2021
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Leading Free and Open Source software researchers and analysts consider the status of the open source revolution and its effect on industry and society.

Responsible Analytics and Data Mining in Education

Responsible Analytics and Data Mining in Education
  • Author : Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil
  • Publisher : Routledge
  • Release : 07 December 2018
GET THIS BOOKResponsible Analytics and Data Mining in Education

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging

Managerial Perspectives on Intelligent Big Data Analytics

Managerial Perspectives on Intelligent Big Data Analytics
  • Author : Sun, Zhaohao
  • Publisher : IGI Global
  • Release : 22 February 2019
GET THIS BOOKManagerial Perspectives on Intelligent Big Data Analytics

Big data, analytics, and artificial intelligence are revolutionizing work, management, and lifestyles and are becoming disruptive technologies for healthcare, e-commerce, and web services. However, many fundamental, technological, and managerial issues for developing and applying intelligent big data analytics in these fields have yet to be addressed. Managerial Perspectives on Intelligent Big Data Analytics is a collection of innovative research that discusses the integration and application of artificial intelligence, business intelligence, digital transformation, and intelligent big data analytics from a perspective

Microservices in Big Data Analytics

Microservices in Big Data Analytics
  • Author : Anil Chaudhary,Chothmal Choudhary,Mukesh Kumar Gupta,Chhagan Lal,Tapas Badal
  • Publisher : Springer Nature
  • Release : 26 November 2019
GET THIS BOOKMicroservices in Big Data Analytics

These proceedings gather cutting-edge papers exploring the principles, techniques, and applications of Microservices in Big Data Analytics. The ICETCE-2019 is the latest installment in a successful series of annual conferences that began in 2011. Every year since, it has significantly contributed to the research community in the form of numerous high-quality research papers. This year, the conference’s focus was on the highly relevant area of Microservices in Big Data Analytics.

Software Engineering Foundations

Software Engineering Foundations
  • Author : Yingxu Wang
  • Publisher : CRC Press
  • Release : 09 August 2007
GET THIS BOOKSoftware Engineering Foundations

A groundbreaking book in this field, Software Engineering Foundations: A Software Science Perspective integrates the latest research, methodologies, and their applications into a unified theoretical framework. Based on the author's 30 years of experience, it examines a wide range of underlying theories from philosophy, cognitive informatics, denota

Computational Management

Computational Management
  • Author : Srikanta Patnaik,Kayhan Tajeddini,Vipul Jain
  • Publisher : Springer Nature
  • Release : 29 May 2021
GET THIS BOOKComputational Management

This book offers a timely review of cutting-edge applications of computational intelligence to business management and financial analysis. It covers a wide range of intelligent and optimization techniques, reporting in detail on their application to real-world problems relating to portfolio management and demand forecasting, decision making, knowledge acquisition, and supply chain scheduling and management.

Advances in Information Systems Development

Advances in Information Systems Development
  • Author : Bo Andersson,Björn Johansson,Chris Barry,Michael Lang,Henry Linger,Christoph Schneider
  • Publisher : Springer
  • Release : 02 August 2019
GET THIS BOOKAdvances in Information Systems Development

This volume features a collection of papers on emerging concepts, significant insights, novel approaches and ideas in information systems research. It examines advances in information systems development in general, and their impact on the development of new methods, tools and management. The book contains invited papers selected from the 27th International Conference on Information Systems Development (ISD) held in Lund, Sweden, August 22 - 24, 2018. The revised and expanded papers present research that focuses on methods, tools and management in information systems

Build a Career in Data Science

Build a Career in Data Science
  • Author : Emily Robinson,Jacqueline Nolis
  • Publisher : Simon and Schuster
  • Release : 06 March 2020
GET THIS BOOKBuild a Career in Data Science

Summary You are going to need more than technical knowledge to succeed as a data scientist. Build a Career in Data Science teaches you what school leaves out, from how to land your first job to the lifecycle of a data science project, and even how to become a manager. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology What are the keys to a data scientist’s