In this project I have demonstrated Sarimax and RNN function analysis on a Fortune 500 Ecommerce Gaint's Product data
This is a project for demonstration purpose only where I just give a brief overview of how to perform:
- Data Cleaning of Time Series Data
- Data Processing
- Show SMA graph
- Forcast using Sarimax
- Compare it with Recurrent Neural Network method
In reality this process is more complex and requires more analysis and tuning in order to get better result, but this is just a simple example of Time Series Analysis.