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A Hands-On Introduction to Data Science

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This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm understanding of the subject without a strong technical background, as well as being presented with material that will have continual relevance even after tools and technologies change. Using popular data science tools such as Python and R, the book offers many examples of real-life applications, with practice ranging from small to big data. A suite of online material for both instructors and students provides a strong supplement to the book, including datasets, chapter slides, solutions, sample exams and curriculum suggestions. This entry-level textbook is ideally suited to readers from a range of disciplines wishing to build a practical, working knowledge of data science.

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Detail Information

Series Title

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Call Number

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Publisher

: ., 2020

Collation

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Language

English

ISBN/ISSN

9781108560412

Classification

NONE

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

-

Subject(s)

Computer Science,
Management: General Interest
Data Mining, and Information Retrieval,
Data Science, Databases,
Business and Management,

Specific Detail Info

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Statement of Responsibility

Chirag Shah

Other Information

Cataloger

Arin

Source

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Validator

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Digital Object Identifier (DOI)

https://doi.org/10.1017/9781108560412

Journal Volume

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Journal Issue

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Subtitle

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Parallel Title

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