| Date | Topic | Lecture | Slides | HW | Projects |
|---|---|---|---|---|---|
| Tues Sept 6 | What is Data Science? | What is Data Science? | |||
| Thur Sept 8 | Building blocks | Best Practices | |||
| Tues Sept 13 | Building blocks | Writing with Data | |||
| Thur Sept 15 | Building blocks | Git | |||
| Tues Sept 20 | Data Wrangling I | Data Import | |||
| Thur Sept 22 | Data Wrangling I | Data Manipulation | |||
| Tues Sept 27 | Data Wrangling I | Tidy data | |||
| Thur Sept 29 | Viz + EDA | Visualization 1 | |||
| Tues Oct 4 | Viz + EDA | Visualization 2 | |||
| Thur Oct 6 | Viz + EDA | EDA | |||
| Tues Oct 11 | Case Study | Case study | |||
| Thur Oct 13 | Data Wrangling II | Reading Data from the Web | |||
| Tues Oct 18 | Data Wrangling II | Strings and Factors | Midterm | ||
| Thur Oct 20 | Interactivity | Making Websites | |||
| Tues Oct 25 | Interactivity | Plot.ly and Dashboards | Final | ||
| Thur Oct 27 | Iteration | Writing Functions | |||
| Tues Nov 1 | Iteration | Iteration and Listcols | |||
| Thur Nov 3 | Iteration | Simulation | |||
| Tues Nov 8 | -Election day- | ||||
| Thur Nov 10 | Linear models | Linear Models | |||
| Tues Nov 15 | Linear models | Cross Validation | |||
| Thur Nov 27 | Linear models | Bootstrapping | |||
| Tues Nov 22 | -Thanksgiving- | ||||
| Thur Nov 24 | -Thanksgiving- | ||||
| Tues Nov 29 | Extra topics | Shiny apps | |||
| Thur Dec 1 | Extra topics | Statistical Learning | |||
| Tues Dec 6 | -Final Project Week- | ||||
| Thur Dec 8 | -Final Project Week- | ||||
| Thur Dec 15 | Final Projects! | What is Data Science Revisited |