This project is about forecasting sales of various car decors accessories.
We are following CRISP-DM methodology for our project. These are the steps involved-
- Understanting Business Problem and defining Business Objectives and Business Constraints.
- Data Gathering- We are using Mysql database management system for fetching data and maintaining ETL pipeline.
- Data Preprocessing
- Model Building-We have used 4 models for our analysis that are SARIMA,Holt's Winter,Fb Prophet and Auto timeseries.
- Model Evaluation
- Model Deployment- For deployment we used Streamlit Web Application Framework.