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 set of project templates that can be used to support regression ML problems using Python.

Version 10 of the templates contain minor adjustments and corrections to the prevision version of the templates. Also, the new templates added or updated the sample code to support:

• Moved some of the data cleaning code to the beginning of the scripts and included more sample code for data cleaning.
• Added a flag to stop sending status emails (useful when testing of the scripts or when the email server is not available for use)

You will find the Python templates from the Machine Learning Project Templates page.