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index.Rmd
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---
title: "Introduction to Data Science"
author: "Rafael A. Irizarry"
date: "`r Sys.Date()`"
site: bookdown::bookdown_site
documentclass: book
bibliography: [book.bib, packages.bib]
biblio-style: apalike
link-citations: yes
description: "This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown."
---
```{r eval=FALSE, echo=FALSE}
install.packages("bookdown")
# or the development version
# devtools::install_github("rstudio/bookdown")
```
```{r include=FALSE}
# automatically create a bib database for R packages
knitr::write_bib(c(
.packages(), 'bookdown', 'knitr', 'rmarkdown'), 'packages.bib')
```
# Preface {-}
These are the class notes used in the
[HarvardX Data Science Series](https://www.edx.org/course/data-science-r-basics-harvardx-ph125-1x). The code to generate the notes is available on [GitHub](https://github.com/rafalab/dsbook).
We will be adding chapters during the next few months.
For updates follow [\@rafalab](https://twitter.com/rafalab)
This work is licensed under the [Creative Commons Attribution-NonCommercial-NoDerivs 3.0](http:https://creativecommons.org/licenses/by-nc-nd/3.0/us/) United States License.