Название: Quantitative Analysis for System Applications: Data Science and Analytics Tools and Techniques
Автор: Daniel A. McGrath, Ph.D.
Издательство: Technics Publications
ISBN: 1634624238
Год: 2018
Страниц: 427
Язык: английский
Формат: epub, pdf (conv)
Размер: 16.0 MB

As data holdings get bigger and questions get harder, data scientists and analysts must focus on the systems, the tools and techniques, and the disciplined process to get the correct answer, quickly! Whether you work within industry or government, this book will provide you with a foundation to successfully and confidently process large amounts of quantitative data.

The nine chapters in this book are arranged in three parts that address systems concepts in general, tools and techniques, and future trend topics. Systems concepts include contrasting open and closed systems, performing data mining and big data analysis, and gauging data quality. Tools and techniques include analyzing both continuous and discrete data, applying probability basics, and practicing quantitative analysis such as descriptive and inferential statistics. Future trends include leveraging the Internet of Everything, modeling Artificial Intelligence (AI), and establishing a Data Analytics Support Office (DASO).