SARIMA

Python: Leveraging AI to Build a SARIMA Model for Sales Forecasting in Python

Admin3 weeks ago3 weeks ago02 mins

This tutorial demonstrates how to perform advanced statistical analysis and predict future data using the SARIMA model in Python, without writing extensive code. Key Steps: Key Takeaways: Google Sheets:https://docs.google.com/spreadsheets/d/1Vphx5JGhDGR9YP4Zh69r4Hb3fHAY2_fG4loylzCVhBs/edit?usp=sharing Google Colab Notebook: https://colab.research.google.com/drive/1ba4Ef0fUeiP5UI0mRsyQo-PhMjn4l7_H?usp=sharing

Forecasting with Seasonal Autoregressive Integrated Moving Average (SARIMA) in Python/Excel

Admin1 year ago2 months ago01 mins

In this Python forecasting tutorial, we delve into predicting future global temperature changes using the SARIMA model, utilizing both Python and MS Excel. We start by acquiring data from NASA’s global climate change website and loading it into Python using the Pandas library. After cleaning and formatting the data, we construct our SARIMA model, setting…