The Big R–Book From Data Science to Learning Machines and Big Data

The Big R–Book
Auteur: PJS De Brouwer
  • Engels
  • Hardcover
  • 9781119632726
  • december 2020
  • 928 pagina's
Alle productspecificaties

Samenvatting

Introduces professionals and scientists to statistics and machine learning using the programming language R Written by and for practitioners, this book provides an overall introduction to R, focusing on tools and methods commonly used in data science, and placing emphasis on practice and business use. It covers a wide range of topics in a single volume, including big data, databases, statistical machine learning, data wrangling, data visualization, and the reporting of results. The topics covered are all important for someone with a science/math background that is looking to quickly learn several practical technologies to enter or transition to the growing field of data science. The Big R-Book for Professionals: From Data Science to Learning Machines and Reporting with R includes nine parts, starting with an introduction to the subject and followed by an overview of R and elements of statistics. The third part revolves around data, while the fourth focuses on data wrangling. Part 5 teaches readers about exploring data. In Part 6 we learn to build models, Part 7 introduces the reader to the reality in companies, Part 8 covers reports and interactive applications and finally Part 9 introduces the reader to big data and performance computing. It also includes some helpful appendices. Provides a practical guide for non-experts with a focus on business users Contains a unique combination of topics including an introduction to R, machine learning, mathematical models, data wrangling, and reporting Uses a practical tone and integrates multiple topics in a coherent framework Demystifies the hype around machine learning and AI by enabling readers to understand the provided models and program them in R Shows readers how to visualize results in static and interactive reports Supplementary materials includes PDF slides based on the book's content, as well as all the extracted R-code and is available to everyone on a Wiley Book Companion Site The Big R-Book is an excellent guide for science technology, engineering, or mathematics students who wish to make a successful transition from the academic world to the professional. It will also appeal to all young data scientists, quantitative analysts, and analytics professionals, as well as those who make mathematical models.

Productspecificaties

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Taal
Engels
Bindwijze
Hardcover
Verschijningsdatum
december 2020
Aantal pagina's
928 pagina's
Illustraties
Nee

Betrokkenen

Auteur(s)
PJS De Brouwer

EAN

EAN
9781119632726

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Extra groot lettertype
Nee
Gewicht
2080 g
Studieboek
Nee
Verpakking breedte
217 mm
Verpakking hoogte
282 mm
Verpakking lengte
282 mm

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