grade_prediction_service

Full stack service that takes in 10 questions and gives you your predicted final score.

Live Demo: GradeML

Model

I chose RandomForestRegressor for fitting my data and I took the easy route of dropping all catergorial columns and training on only numerical features. The notebook can be found here

Tech Stack

• For the backend I used FastAPI

• For frontend I used ReactJS

• I used Deta to host my API, it was pretty easy to use and they have a supportive Slack channel

• To host my static website I just used Firebase