This project is a short ML project of identifying water potability, for more information, you can access the kaggle dataset.
The goal is to determine if a water sample is potable or not.
This dataset is only generate and it is not very realistic ! Don't use it real life !
This project is composed of :
- Notebooks to analyze and create the predictive models.
- Simple web app that uses the generated model. It is hosted here (This like will not work after December 2021)
- Simple scripts that will help retrain model as it implements some Semi Supervised learning.
Take note there is a branch called prod for production. Please take note, this was quick project, no authentication have been implemented, so any one who sends a "GET" request to /admin_dummy_password will retrain the model on the newly acquired data.