This repository builds a Machine Learning model from scratch and deploys the ML model in 4 ways as follows:
- automated POST API using flask and Postman
- front-end web application on local server using flask and html
- deploy to Heroku cloud without Dockers
- deploy to Heroku cloud with Dockers, CI/CD pipeline and Github Actions
Create environment
conda create -p venv python==3.7
Install required libraries
pip install -r requirements.txt
Reference : https://github.com/krishnaik06/bostonhousepricing.git