In the last unit we present a series of modules such as interactive reporting and visualization with Shiny, text analysis, machine learning, 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. Note that the slides in this unit are a bit more sparse than the others, and much of the content is delivered as live coding sessions.
Unit 5 - Deck 5: Interactive data visualisation
Unit 5 - Deck 6: Interactive data visualisation and reporting
Lab 13: Working on projects
Fitting and interpreting simple linear regression models