Chapter 9 Looking forward

In the last unit we present a series of modules such as interactive reporting and visualization with Shiny, text analysis, and Bayesian inference. These are independent modules that educators can choose to include in their introductory data science curriculum depending on how much time they have left in the semester.

9.1 Slides & application exercises

Unit 3 - Deck 2: Interactive data visualization

[Slides] [Source]

Unit 3 - Deck 3: Interactive data visualization and reporting

[Slides] [Source]

Unit 3 - Deck 4: Bayesian inference

[Slides] [Source]

9.2 Labs

Lab 12: Working on projects

Workflows for data science projects

[Instructions] [Source]

Lab 13: Collaborating on GitHub

Workflows for data science projects, closing issues with commits, gh-pages

[Instructions] [Source]

9.3 Homework assignments

HW 8: Wrapping up

Pick a package and do something with it, make an ugly plot!

[Instructions] [Source] [Starter]