BooksDirect

Description - Introduction to Data Science: Data Analysis and Prediction Algorithms with R by Martina Topić

  • Covers the basics of R and the tidyverse
  • Demonstrate how to use ggplot2 to generate graphs and describe important Data Visualization principles
  • Introduces Data Wranglin topics such as web scrapping, using regular expressions, and joining and reshaping data tables using the tidyverse tools
  • Illustrates the importance of statistics in data analysis using case studies
  • Uses the caret package to build prediction algorithms including K-nearest Neighbors and Random Forests
  • Includes tools used on a day-to-day basis in data science projects including RStudio, UNIX/Linux shell, Git and GitHub, and knitr and R Markdown

Buy Introduction to Data Science: Data Analysis and Prediction Algorithms with R by Martina Topić from Australia's Online Independent Bookstore, BooksDirect.

Other Editions - Introduction to Data Science: Data Analysis and Prediction Algorithms with R by Martina Topić

A Preview for this title is currently not available.