Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Homage to R: Learn the Language of Data Science

Homage to R: Learn the Language of Data Science

Bray, Robert L.

Paperback

General Education

ISBN13: 9798433614789
Publisher: Independently Published
Published: Mar 1 2023
Pages: 478
Weight: 2.42
Height: 0.96 Width: 8.50 Depth: 11.00
Language: English
This book will introduce you to the R programming language and the tidyverse way of manipulating data. It assumes no prior knowledge of programming or statistics. It has seven chapters, which cover
  • basic data structures,
  • functions,
  • plots and data pivots,
  • multi-column operations and joins,
  • lists and linear models,
  • generalized linear models, and
  • spacial data.
It reinforces concepts with detailed lab assignments, in which you will do real data science with real data. The labs cover:
  • mishaps at nuclear power plants,
  • case scheduling at the labor appellate court of Rome,
  • Alibaba's package-delivery scores,
  • auto part defects reported to the NHTSA,
  • grocery-store inventory runs (the supply chain analog of bank runs), and
  • illegal fishing on the high seas.
And in addition to these formal labs, you will also casually analyze data from
  • Ultimate Fighting Championship (UFC),
  • City of Evanston Police Department,
  • Netflix,
  • lichess.org,
  • Wine Spectator
  • Citi Bike bicycle sharing program, and
  • Jane Austen.

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