Jessica MilesinTowards Data ScienceGetting the Most out of scikit-learn PipelinesCombine transformation and modeling parameters in a single grid search. How to handle mutually exclusive params, and bypass entire steps.11 min read·Jul 29, 2021--8--8
Jessica MilesWriting Functions in Python— A Beginner’s GuideIn this guide, I provide practical advice for beginners who are learning to write functions, and walk through an example function I wrote.19 min read·Jun 6, 2021----
Jessica MilesinTowards Data Science“Drop first” can hurt your OLS regression model’s interpretabilityWhy you should reconsider using the default “drop first” parameter.15 min read·May 4, 2021--1--1
Jessica MilesAdding annotations to visualizations using MatplotlibIn this post, I’ll show you how to add annotations to your visualizations built using Matplotlib.6 min read·Mar 28, 2021----