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

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 XGBoost.

Version 1 of the natural language processing (NLP) templates contain the necessary elements for modeling and analyzing NLP problems. I designed the templates to take a machine learning modeling exercise from beginning to end.

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