/Inventory-Management-for-spares-Car-Decors

This project is about forecasting sales of various car decors accessories.

Primary LanguageJupyter Notebook

Inventory-Management-for-spares-Car-Decors

This project is about forecasting sales of various car decors accessories.

Project Summary

We are following CRISP-DM methodology for our project. These are the steps involved-

  1. Understanting Business Problem and defining Business Objectives and Business Constraints.
  2. Data Gathering- We are using Mysql database management system for fetching data and maintaining ETL pipeline.
  3. Data Preprocessing
  4. Model Building-We have used 4 models for our analysis that are SARIMA,Holt's Winter,Fb Prophet and Auto timeseries.
  5. Model Evaluation
  6. Model Deployment- For deployment we used Streamlit Web Application Framework.

The model parameters are loaded in the form of pickle file for each variables. These pickle files later used for deployment purpose.