Here’s what you’ll be making:

Overview

In this notebook, we will be exploring Facebook’s open-source SARIMA model Prophet to identify outliers in time-series data. Here’s what you’ll learn:

• What is time-series data?
• What is SARIMA?
• Build a simple optimizer to auto-optimize the Prophet model
• How to use Prophet to forecast data
• Use Prophet and Bokeh to identify outliers in an interactive dashboard
• Use Bokeh to create a time-series dashboard layout for investigation

#time #data-visualization #data-science #dashboard #machine-learning