Classify Unbalanced Cases with Harvard edX MOOC Dataset

2016/05/16 · 6 minute read

data-viz education highered machine learning python

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.

Draw with US College Data

2016/05/04 · 233 minute read

data-vis education highered python

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!

College Enrollment Forecast (Institution Level)

2015/12/14 · 700 minute read

education forecast highered python timeseries

Using ARIMA to forecast college enrollment for 2015 and 2016 at institution level.

College Enrollment Forecast (State Level)

2015/12/08 · 7 minute read

education forecast highered python timeseries

Using ARIMA to forecast college enrollment for 2015 and 2016 at state level.