5 Looking further

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.

5.1 Text analysis

Unit 5 - Deck 1: Text analysis

Unit 5 - Deck 2: Comparing texts

5.2 Interactive web apps

Unit 5 - Deck 3: Interactive web apps

Unit 5 - Deck 4: Interactive data visualisation

Unit 5 - Deck 5: Interactive data visualisation and reporting

5.3 Machine learning

Unit 5 - Deck 6: Machine learning

5.4 Bayesian inference

Unit 5 - Deck 7: Bayesian inference