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A Hands-On Introduction to Data Science

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A Hands-On Introduction to Data Science

Sách gia công
 
 
Thể loại:Computers - Computer Science
 
Năm:2020
 
In lần thứ:1
 
Nhà xuát bản:Cambridge University Press
 
Ngôn ngữ:english
 
Trang:424 / 460
 
 
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.