Forecasting System - Project Demand of Products at a Retail Outlet Based on Historical Data
Project Objective & Brief: Here i have developed a forecasting system with the help of ARIMA models and facebook's prophet library. This for forecasting system is used for predicting the demand for products at a retail outlet based on historical data.
- Create a dataset , clean the dataset and also sanitize it.
- Choose the appropriate forecasting model for the dataset.
- Fit the model to dataset and make predictions
- Visualize the predictions
- Learn about different forecasting models like ARMA and ARIMA.
- Get familiar with python libraries like numpy, pandas, statsmodels and prophet.
- Get familiar with industry type projects.
- Google Collab
- Jupyter Notebook
- Python
- Windows O.S. (opt)