Short term: Work with various departments to pull all student-related data into a data warehouse. Then apply data analysis techniques to try and find the patterns in student failure where the college can offer more support.
Long term: Add in machine learning to automate the most tedious parts of the college's processes. The idea being that we could automate query writing, data linking, etc for reporting, grant proposals, etc. Not without human supervision of course but still saving a ton of time.
The software problems themselves will be hard but I'm sure there will be a lot of hard social problems too.
Long term: Add in machine learning to automate the most tedious parts of the college's processes. The idea being that we could automate query writing, data linking, etc for reporting, grant proposals, etc. Not without human supervision of course but still saving a ton of time.
The software problems themselves will be hard but I'm sure there will be a lot of hard social problems too.