Data Scrubbing Operation: Removing Variables

Understand how to prepare datasets for machine learning by removing variables that are irrelevant or incompatible with your selected algorithm. Explore using exploratory data analysis and domain knowledge to identify which variables to drop, and learn how to execute this efficiently in Python using the del function without affecting the original data file.