Principles of Data Science by Hamid R. Arabnia


Principles of Data Science (Transactions on Computational Science and Computational Intelligence)
by 作者: Hamid R. Arabnia,Kevin Daimi,Robert Stahlbock
pages 页数: 294 pages
Publisher Finelybook 出版社: ; 1st ed. 2020 edition (9 July 2020)
Language 语言: English
ISBN-10 书号: 3030439801
ISBN-13 书号: 9783030439804


Book Description
This book provides readers with a thorough understanding of various research areas within the field of data science. The book introduces readers to various techniques for data acquisition,extraction,and cleaning,data summarizing and modeling,data analysis and communication techniques,data science tools,deep learning,and various data science applications. Researchers can extract and conclude various future ideas and topics that could result in potential publications or thesis. Furthermore,this book contributes to Data Scientists’ preparation and to enhancing their knowledge of the field. The book provides a rich collection of manuscripts in highly regarded data science topics,edited by 作者: professors with long experience in the field of data science.
Introduces various techniques,methods,and algorithms adopted by 作者: Data Science experts
Provides a detailed explanation of data science perceptions,reinforced by 作者: practical examples
Presents a road map of future trends suitable for innovative data science research and practice

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