The main task of the laboratory work nr.4 is to deploy linear regression model from previous laboratory work. The client should be able to obtain price prediction of an apartment based on provided characteristics. This project implements a continuous integration/delivery pipeline, using Heroku and Azure.
- GET /
- POST /predict
Used technologies:
- Python
- Pandas module
- Scikit-learn module
- Pickle module
- Pytest module
- Heroku
In order to run the project:
python app.py
In order to run the tests:
pytest tests.py
The application is deployed on the Heroku app: https://utm-fia-lab4.herokuapp.com/
UTM Fundamentals of Artificial Intelligence Course