An Introduction to Data Science

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An Introduction to Data Science
Format:
Bog, paperback
Udgivelsesdato:
21-12-2017
Sprog:
Engelsk
  • Beskrivelse
  • Yderligere info
  • Anmeldelser

An Introduction to Data Science is an easy-to-read, gentle introduction for advanced undergraduate, and graduate students coming from a wide range of backgrounds into the world of data science. After introducing the basic concepts of data science, the book builds on these foundations to explain data science techniques using the R programming language and RStudio (R) from the ground up. Short chapters allow instructors to group concepts together for a semester course and provide students with manageable amounts of information for each concept. By taking students systematically through the R programming environment, the book takes the fear out of data science and familiarizes students with the environment so they can be successful when performing advanced functions. The authors cover statistics from a conceptual standpoint, focusing on how to use and interpret statistics, rather than the maths behind the statistics. This text then demonstrates how to use data effectively and efficiently to construct models, predict outcomes, visualize data, and make decisions. AncillariesAccompanying digital resources provide code and datasets for instructors and learners to perform a wide range of data science tasks.

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Udgivelsesdato:
21-12-2017
ISBN13:
9781506377537
Vægt:
500 g
Bredde:
187 mm
Højde:
231 mm
Format:
Paperback
  • Forfattere

  • Bibliotekernes beskrivelse

    An Introduction to Data Science is an easy-to-read data science textbook for those with no prior coding knowledge. It features exercises at the end of each chapter, author-generated tables and visualizations, and R code examples throughout.

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An Introduction to Data Science

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  • Leveringstid 4-5 hverdage
  • Forventet levering 30-08-2019

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