Date | Topic | Lecture | Slides | HW | Projects |
---|---|---|---|---|---|
Tues Sept 5 | What is Data Science? | What is Data Science? | |||
Thur Sept 7 | Building blocks | Best Practices | |||
Tues Sept 12 | Building blocks | Writing with Data | |||
Thur Sept 14 | Building blocks | Git | |||
Tues Sept 19 | Data Wrangling I | Data Import | |||
Thur Sept 21 | Data Wrangling I | Data Manipulation | |||
Tues Sept 26 | Data Wrangling I | Tidy data | |||
Thur Sept 28 | Viz + EDA | Visualization 1 | |||
Tues Oct 3 | Viz + EDA | Visualization 2 | |||
Thur Oct 5 | Viz + EDA | EDA | |||
Tues Oct 10 | Case Study | Case study | |||
Thur Oct 12 | Data Wrangling II | Reading Data from the Web | |||
Tues Oct 17 | Data Wrangling II | Strings and Factors | Midterm | ||
Thur Oct 19 | Interactivity | Making Websites | |||
Tues Oct 24 | Interactivity | Plot.ly and Dashboards | Final | ||
Thur Oct 26 | Iteration | Writing Functions | |||
Tues Oct 31 | Iteration | Iteration and Listcols | |||
Thur Nov 2 | Iteration | Simulation | |||
Tues Nov 7 | -Election day- | ||||
Thur Nov 9 | Linear models | Linear Models | |||
Tues Nov 14 | Linear models | Cross Validation | |||
Thur Nov 16 | Linear models | Bootstrapping | |||
Tues Nov 21 | -Thanksgiving- | ||||
Thur Nov 23 | -Thanksgiving- | ||||
Tues Nov 28 | Extra topics | Shiny apps | |||
Thur Nov 30 | Extra topics | Statistical Learning | |||
Tues Dec 5 | -Final Project Week- | ||||
Thur Dec 7 | -Final Project Week- | ||||
Thur Dec 14 | Final Projects! | What is Data Science Revisited |