| Date | Topic | Lecture | Slides | HW | Projects |
|---|---|---|---|---|---|
| Tues Sept 3 | What is Data Science? | What is Data Science? | |||
| Thur Sept 5 | Building blocks | Best Practices | |||
| Tues Sept 10 | Building blocks | Writing with Data | |||
| Thur Sept 12 | Building blocks | Git | |||
| Tues Sept 17 | Data Wrangling I | Data Import | |||
| Thur Sept 19 | Data Wrangling I | Data Manipulation | |||
| Tues Sept 24 | Data Wrangling I | Tidy data | |||
| Thur Sept 26 | Viz + EDA | Visualization 1 | |||
| Tues Oct 1 | Viz + EDA | Visualization 2 | |||
| Thur Oct 3 | Viz + EDA | EDA | |||
| Tues Oct 8 | Case Study | Case study | |||
| Thur Oct 10 | Data Wrangling II | Reading Data from the Web | |||
| Tues Oct 15 | Data Wrangling II | Strings and Factors | Midterm | ||
| Thur Oct 17 | Interactivity | Making Websites | |||
| Tues Oct 22 | Interactivity | Plot.ly and Dashboards | Final | ||
| Thur Oct 24 | Iteration | Writing Functions | |||
| Tues Oct 29 | Iteration | Iteration and Listcols | |||
| Thur Oct 31 | Iteration | Simulation | |||
| Tues Nov 5 | -Election day- | ||||
| Thur Nov 7 | Linear models | Linear Models | |||
| Tues Nov 12 | Linear models | Cross Validation | |||
| Thur Nov 14 | Linear models | Bootstrapping | |||
| Tues Nov 19 | Extra topics | Shiny apps | |||
| Thur Nov 21 | Extra topics | Statistical Learning | |||
| Tues Nov 26 | -Thanksgiving- | ||||
| Thur Nov 28 | -Thanksgiving- | ||||
| Tues Dec 3 | Extra topics | Data Science Grab-bag of Fun! | |||
| Thur Dec 5 | -Final Projects- | ||||
| Thur Dec 12 | Final Projects! | What is Data Science Revisited |