This project was made to learn about the complete life cycle of a data science project. Specially:
- EDA
- Feature engineering & Feature selection
- Model building & tuning hyperparameters
- Deployment
Check out the deployed app here.
All the dependancies are listed in requirements.
To install, first create a virtual environment and activate it.
//windows
python3 -m venv env_name
source env_name/bin/activate
If you have anaconda installed, create an environment using that.
conda create --name env_name python=[python version] // 3.6 and over
"env_name" should contain the name of the environment. Then install all the packadges from the requirements.
pip install -r requirements.txt
Run this command on cmd
python app.py
It will run it on a local server. You can access it from any browser.
The app is deployed using heroku.
Followed the end to end implementation tutorial by Krish Naik.