The repo took the data from Michigan online and modeled online enrollments to track course growth. The course growth prediction helped the marketing team target certain courses and ask for advertisement money from Coursera.
- OLDW.R: The comprehensive script for data cleaning and Prophet model fitting.
- OLDW_prep0729.Rmd: The script cleans the data and presents run plots for Coursera courses.
- prophet0812.Rmd, prophet0824.Rmd: The scripts take the cleaned data and fit prophet model, then use random search for hyperparameter tuning.
- forecasting plots.pdf: Forecasting result for 75 courses.
- Forecasting at scale. https://facebook.github.io/prophet/