I’ve run a couple classification ML algorithm on the dataset. What makes this problem interesting is that most of the students did not pass the course. I’ve re-sampled the positive cases multiple times to make the algorithms punish the false positive cases more severely.
Showcase on what you can do with IPEDS data API. Choropleth with d3. I’ve also tried this on beaker notebook. More details to come!
Using ARIMA to forecast college enrollment for 2015 and 2016 at institution level.
Using ARIMA to forecast college enrollment for 2015 and 2016 at state level.