期刊名称：International Journal of Computer Science and Network Security
印刷版ISSN：1738-7906
出版年度：2020
卷号：20
期号：5
页码：64-75
出版社：International Journal of Computer Science and Network Security
摘要：Data Science is a new field and introduced in the United Kingdom (UK), United States of America (USA), European Union, Australia, and Canada, in 2012. The subject such as Statistics, Mathematics, Artificial Intelligence, Machine Learning and Data Mining became an integral part of Data Science. The open-source tools were rejected by International Business Machines Corporation (IBM), Microsoft (MS), Systems Applications and Products (SAP), and Oracle. But open-source tools are essential for all bigger, smaller companies and academic institutions nowadays. This paper discusses the comparative study of the various tools of Data Science. The prime focus of the comparative study is to discuss the benefits, challenges and applications of the Data Science tools for researchers/user to decide which tools are better for their need.
关键词：Data Science; Big Data; open source tools; Artificially intelligenceMachine Learning; Machine learning and data Visualisation.
