As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly.

Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a project template that can be used to support time series analysis using the ARIMA modeling and Python.

Version 7 of the time series template contains minor adjustments and corrections to the prevision version of the template. Also, the new template added and updated the sample code to support:

• Added code segment to support running the template using Google’s Colab environment
• Replaced SMTP-based email notification code with AWS Simple Notification Service (SNS)

You will find the Python time series template on the Machine Learning Project Templates page.