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 I use to experiment with modeling ML problems using Python and Scikit-Learn.
Version 14 of the templates contains minor adjustments and corrections to the prevision version of the model. The updated templates include the following:
- Replaced SMTP-based email notification code with AWS Simple Notification Service (SNS)
- Replace the code for pre-processing and scaling data before training models
You will find the Python templates on the Machine Learning Project Templates page.