Research Catalog
R for data science cookbook : over 100 hands-on recipes to effectively solve real-world data problems using the most popular R packages and techniques
- Title
- R for data science cookbook : over 100 hands-on recipes to effectively solve real-world data problems using the most popular R packages and techniques / Yu-Wei, Chiu (David Chiu).
- Author
- Chiu, David.
- Publication
- Birmingham, UK : Packt Publishing, 2016.
Items in the Library & Off-site
Filter by
1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | QA276.45.R3 C485 2016g | Off-site |
Holdings
Details
- Description
- xiii, 431 pages : illustrations, maps; 24 cm.
- Series Statement
- Quick answers to common problems
- Uniform Title
- Quick answers to common problems.
- Subject
- Bibliography (note)
- Includes bibliographical references and index.
- Additional Formats (note)
- Also available via Internet.
- Contents
- Functions in R -- Data extracting, transforming, and loading -- Data preprocessing and preparation -- Data manipulation -- Visualizing data with ggplot2 -- Making interactive reports -- Simulation from probability distributions -- Statistical inference in R -- Rule and pattern mining with R -- Time series mining with R -- Supervised machine learning -- Unsupervised machine learning.
- ISBN
- 9781784390815
- 178439081X
- OCLC
- ocn982113849
- 982113849
- SCSB-9228668
- Owning Institutions
- Columbia University Libraries