The machine learning model was deployed on Amazon EC2 instance using docker container and Streamlit web app framework.
Regression model credits: Hamilton Chang
The objective of the project is mainly:
- To estimate the prices of used cars so that users can determine for how much would their used car could be sold
- Deploy the machine learning model through a cost free web service.
- Making the system responsive and user-friendly.
The final webpage deployed is available online at: http://ec2-54-163-16-187.compute-1.amazonaws.com:8501/
Project Demonstration and Presentation: Click here!
Documentation: Click here!
Note: This project was completed as a part of the Masters course IDS594:MLDeployment at the University of Illinois at Chicago.