Welcome to the R4DS Practical Statistics for Data Scientists Book Club!

We are working together to read Practical Statistics for Data Scientists by Peter Bruce, Andrew Bruce, and Peter Gedeck (O'Reilly, copyright 2020, 978-1-492-07294-2). Join the #book_club-practical_stats_for_ds channel on the R4DS Slack to participate. As we read, we are producing notes about the book.

If you would like to present, please add your name next to a chapter using the GitHub Web Editor!

Cohort 1: (started 2021-05-10) - Mondays, 10:00am EST/EDT

• 2021-05-10: Introduction - Jon Harmon
• 2021-05-17: Chapter 1: Exploratory Data Analysis - Jon Harmon
• 2021-05-24: Chapter 2: Data and Sampling Distributions - Jonathan Bratt
• 2021-06-14: Chapter 3: Statistical Experiments and Significance Testing - Jonathan Bratt
• 2021-06-21: Chapter 4: Regression and Prediction (part 1) - Morgan Grovenburg
• 2021-07-12: Chapter 4: Regression and Prediction (part 2) - Andrew Farina
• 2021-07-26: Chapter 5: Classification (part 1) - Jon Harmon
• 2021-08-02: Chapter 5: Classification (part 2) - Jon Harmon
• 2021-08-09: Chapter 6: Statistical Machine Learning - Jonathan Bratt
• 2021-08-16: Chapter 7: Unsupervised Learning - Jiwan Heo

This repository is structured as a {bookdown} site. To present, follow these instructions:

1. Setup Github Locally
2. Fork this repository.
3. Create a New Project in RStudio using your fork.
4. Install dependencies for this book with devtools::install_dev_deps() (technically optional but it's nice to be able to rebuild the full book).
5. Create a New Branch in your fork for your work.
6. Edit the appropriate chapter file. Use ## to indicate new slides (new sections).
7. If you use any packages that are not already in the DESCRIPTION, add them. You can use usethis::use_package("myCoolPackage") to add them quickly!
8. Commit your changes.
9. Push your changes to your branch.
10. Open a Pull Request (PR) to let us know that your slides are ready.

When your PR is checked into the main branch, the bookdown site will rebuild, adding your slides to this site.