Dangerous in a Day; Models with Python will take you from complete novice to being functional as a predictive modeler with Python. This workshop will cover Python basics, data preparation, parallel processing, model building & analysis (GLM & GBM), deployment, and model interpretation using SHAP. All notebooks & code will be take-home ready for you to work on your own after the session.
No prior Python experience necessary. Assumed understanding of predictive modeling basics for the workshop.
Learning Objectives:
Use Python for data & visualization
Build, analyze, and deploy GLM models using Python
Build, analyze, and deploy GBM models using Python
