Date | Topic | Lecture | Slides | HW | Projects |
---|---|---|---|---|---|
Tues Sept 2 | What is Data Science? | What is Data Science? | |||
Thur Sept 4 | Building blocks | Best Practices | |||
Tues Sept 9 | Building blocks | Writing with Data | |||
Thur Sept 11 | Building blocks | Git | |||
Tues Sept 16 | Data Wrangling I | Data Import | |||
Thur Sept 18 | Data Wrangling I | Data Manipulation | |||
Tues Sept 23 | Data Wrangling I | Tidy data | |||
Thur Sept 25 | Viz + EDA | Visualization 1 | |||
Tues Sept 30 | Viz + EDA | Visualization 2 | |||
Thur Oct 2 | Viz + EDA | EDA | |||
Tues Oct 7 | Case Study | Case study | |||
Thur Oct 9 | Data Wrangling II | Reading Data from the Web | |||
Tues Oct 14 | Data Wrangling II | Strings and Factors | Midterm | ||
Thur Oct 16 | Interactivity | Making Websites | |||
Tues Oct 21 | Interactivity | Plot.ly and Dashboards | Final | ||
Thur Oct 23 | Iteration | Writing Functions | |||
Tues Oct 28 | Iteration | Iteration and Listcols | |||
Thur Oct 30 | Iteration | Simulation | |||
Tues Nov 4 | -Election day- | ||||
Thur Nov 6 | Linear models | Linear Models | |||
Tues Nov 11 | Linear models | Cross Validation | |||
Thur Nov 13 | Linear models | Bootstrapping | |||
Tues Nov 18 | Extra topics | TBD | |||
Thur Nov 20 | Extra topics | TBD | |||
Tues Nov 25 | -Thanksgiving- | ||||
Thur Nov 27 | -Thanksgiving- | ||||
Tues Dec 2 | Extra topics | TBD | |||
Thur Dec 4 | -Final Projects- | ||||
Thur Dec 12 | Final Projects! | What is Data Science Revisited |