Predicting students of MOOC to make a target impact on them to increase their effectiveness. The course used to predict on: https://openedu.ru/course/ITMOUniversity/AGRAPH/ (sessions from fall 2016 untill fall 2018) The data were preprocessed and aggrigated from CDE (ITMO University) and EdX logs.
The task is to find the group of students to do a target impract on them. This group of student are likely not to pass the final exam, it makes sense to do impact on them to increase their probability to succesfully finish the course.
Most of the code is NDA, so it is only fitting part downloaded.