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 modeling classification and regression problems using Python and the Kera framework.

Version 3 of the deep learning templates contain minor adjustments and corrections to the prevision version of the templates. Also, the new templates added the sample code to support:

• Updated data loading and data cleaning code segments
• Hyperparameter tuning via grid search or randomized search.

You will find the Python deep learning templates on the Machine Learning Project Templates page.