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