R projects
"Why spend weeks learning a complex, costly statistical software package? With the help of this book, you can quickly master R, the free data science toolkit that some of the world's top companies use. These projects give you hands-on experience in using R to create interactive applications, use machine learning methods, and process images. You'll learn the skills you'll need to work with R's extensive toolset and understand exactly how to apply R in projects you'll encounter on the job."--Page…
Read More ↓Title Statements
- Full title :R projects / by Joseph Schmuller, PhD.
Summary
"Why spend weeks learning a complex, costly statistical software package? With the help of this book, you can quickly master R, the free data science toolkit that some of the world's top companies use. These projects give you hands-on experience in using R to create interactive applications, use machine learning methods, and process images. You'll learn the skills you'll need to work with R's extensive toolset and understand exactly how to apply R in projects you'll encounter on the job."--Page 4 of cover.
Read More ↓Edition Statements
- Publication Date:©2018
Publication Statements
- Publisher(s):John Wiley & Sons, Inc
- Place of Publication:Hoboken, New Jersey
- Language:eng
- Publication Date:©2018
Notes
"Learning made easy."
The Physical Object
- Description:xi, 344 pages : : illustrations ; : 24 cm.
Edition Identifiers
- ISBN:9781119446187, 111944618X
- oclc:ocn992433928
- LC Classification:QA276.45.R3
- Dewey Decimal:519.5/0285536
Table of Contents
Part 1: The tools of the trade -- R: what it does and how it does it -- Working with packages -- Getting graphic -- Part 2: Interacting with a user -- Working with a browser -- Dashboards--how dashing! -- Part 3: Machine learning -- Tools and data for machine-learning projects -- Decisions, decisions, decisions -- Into the forest, randomly -- Support your local vector -- K-means clustering -- Neural networks -- Part 4: Large(ish) data sets -- Exploring marketing -- From the city that never sleeps -- Part 5: Maps and images -- All over the map -- Fun with pictures -- Part 6: The part of tens -- More than ten packages for your R-projects -- More than ten useful resources.
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