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Data science fundamentals and practical approachesunderstand why data science is the next /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data science fundamentals and practical approachesGypsy Nandi, Rupam Kumar Sharma.
其他題名:	understand why data science is the next /
作者:	Nandi, Gypsy.
其他作者:	Sharma, Rupam Kumar.
出版者:	New Delhi :BPB Publications,2020.
面頁冊數:	1 online resource.
標題:	Information technology.
電子資源:	https://portal.igpublish.com/iglibrary/search/BPB0000167.html
ISBN:	9789389845679$q(electronic bk.)

Data science fundamentals and practical approachesunderstand why data science is the next /
Nandi, Gypsy.

Data science fundamentals and practical approachesunderstand why data science is the next /[electronic resource] :Gypsy Nandi, Rupam Kumar Sharma. - 1st ed. - New Delhi :BPB Publications,2020. - 1 online resource.

Includes bibliographical references.

"This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics, business analytics, and Big Data analytics. The content of the book describes the fundamentals of each of the Data Science related topics together with illustrative examples as to how various data analysis techniques can be implemented using different tools and libraries of Python programming language. Each chapter contains numerous examples and illustrative output to explain the important basic concepts. An appropriate number of questions is presented at the end of each chapter for self-assessing the conceptual understanding. The references presented at the end of every chapter will help the readers to explore more on a given topic."--

ISBN: 9789389845679$q(electronic bk.)Subjects--Topical Terms:

184390
Information technology.

LC Class. No.: T58.5 / .N36 2020eb

Dewey Class. No.: 004

Data science fundamentals and practical approachesunderstand why data science is the next /
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300 $a 1 online resource.
504 $a Includes bibliographical references.
520 $a "This book introduces the fundamental concepts of Data Science, which has proved to be a major game-changer in business solving problems. Topics covered in the book include fundamentals of Data Science, data preprocessing, data plotting and visualization, statistical data analysis, machine learning for data analysis, time-series analysis, deep learning for Data Science, social media analytics, business analytics, and Big Data analytics. The content of the book describes the fundamentals of each of the Data Science related topics together with illustrative examples as to how various data analysis techniques can be implemented using different tools and libraries of Python programming language. Each chapter contains numerous examples and illustrative output to explain the important basic concepts. An appropriate number of questions is presented at the end of each chapter for self-assessing the conceptual understanding. The references presented at the end of every chapter will help the readers to explore more on a given topic."-- $c Provided by publisher.
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