Machine Learning pipeline - The Car Shop

The Car Shop is a web application which is a platform that lists & sells used cars online. The car is inspected by getting parameters such as

• ownership,
• kilometers driven,
• state of registration & RTO number,
• year of purchase,
• fuel type,
• engine type,
• etc. and predicts it selling price. This repo is pipeline for Car's data in which - data is preprocessed, trained over various model, depending upon best accuracy suitable model is dumped as pickle file for further REST API creation.

Further Database Preparation

Depending upon business needs and application logic, preprocessed data is separated into different tables to create initial database for application to run mimicing live data.