The Art and Science of Analyzing Software Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Art and Science of Analyzing Software Data write by Christian Bird. This book was released on 2015-09-02. The Art and Science of Analyzing Software Data available in PDF, EPUB and Kindle. 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: Analysis Patterns
The Art and Science of Analyzing Software Data: Analysis Patterns - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Art and Science of Analyzing Software Data: Analysis Patterns write by . This book was released on . The Art and Science of Analyzing Software Data: Analysis Patterns available in PDF, EPUB and Kindle.
Analyzing Crime Patterns
Analyzing Crime Patterns - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Analyzing Crime Patterns write by Victor Goldsmith. This book was released on 1999-11-18. Analyzing Crime Patterns available in PDF, EPUB and Kindle. Crime control continues to be a growth industry, despite the drop in crime indicators throughout the nation. This volume shows how state-of-the-art geographic information systems (GIS) are revolutionizing urban law enforcement, with an award-winning program in New York City leading the way. Electronic "pin mapping" is used to display the incidence of crime, to stimulate effective strategies and decision making, and to evaluate the impact of recent activity applied to hotspots. The expert information presented by 12 contributors will guide departments without such tools to understand the latest technologies and successfully employ them. Besides describing and assessing cutting-edge techniques of crime mapping, this book emphasizes: * the organizational and intellectual contexts in which spatial analysis of crime takes place, * the technical problems of defining, measuring, interpreting, and predicting spatial concentrations of crime, * the common use of New York City crime data, and * practical applications of what is known (e.g., a review of mapping and analysis software packages using the same data set). Students, academics, researchers, practitioners, and policymakers in the areas of criminal justice, corrections, geography, social problems, law and government, public administration, and public policy analysis will need to look at the interdisciplinary nature of both GIS and spatial dimensions of crime in order to comprehend the variety of different approaches address important analytic problems, reassess public facilities and resources, and prepare to respond more quickly to emerging hotspots.
Theoretical Aspects of Software Engineering
Theoretical Aspects of Software Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Theoretical Aspects of Software Engineering write by Cristina David. This book was released on 2023-06-26. Theoretical Aspects of Software Engineering available in PDF, EPUB and Kindle. This book constitutes the proceedings of the 17th International Conference on Theoretical Aspects of Software Engineering, TASE 2023, held in Bristol, UK, July 4–6, 2023. The 19 full papers and 2 short papers included in this book were carefully reviewed and selected from 49 submissions. They cover the following areas: distributed and concurrent systems; cyber-physical systems; embedded and real-time systems; object-oriented systems; quantum computing; formal verification and program semantics; static analysis; formal methods; verification and testing for AI systems; and AI for formal methods.
Decoding Data: A Comprehensive Guide to Data Analysis
Decoding Data: A Comprehensive Guide to Data Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Decoding Data: A Comprehensive Guide to Data Analysis write by Md Fardaous Ahmed. This book was released on 2024-06-06. Decoding Data: A Comprehensive Guide to Data Analysis available in PDF, EPUB and Kindle. Unlock the power of data with "Decoding Data," the ultimate guide for anyone looking to master the art and science of data analysis. Whether you're a seasoned analyst, a business professional, or a curious newcomer, this book will equip you with the skills and knowledge needed to navigate the vast landscape of data in today's digital age. Explore the essentials of data collection and management, dive deep into data cleaning and preprocessing techniques, and discover the transformative potential of exploratory data analysis. From the fundamentals of statistical analysis and hypothesis testing to the cutting-edge applications of machine learning, "Decoding Data" covers it all. Learn advanced data analysis techniques, including time series analysis, text mining, and big data analytics. Understand how to interpret and communicate your findings effectively, ensuring that your data-driven insights lead to impactful decision-making. Each chapter is packed with practical examples, real-world case studies, and hands-on tools to guide you every step of the way. "Decoding Data" is more than just a textbook—it's a comprehensive resource designed to make data analysis accessible, engaging, and above all, actionable. Transform your approach to data and unlock new opportunities for innovation and growth with this indispensable guide. Join the ranks of data-savvy professionals and let "Decoding Data" be your companion on the journey to mastering data analysis. Your future in data starts here.
