Workshop: Preprocessing Data for Machine Learning in Python (4 HR)

Getting your data ready for modeling is the essential first step in the machine learning process. In this workshop, you’ll learn the basics of how and when to perform data processing. You’ll learn: how to perform basic techniques such as dealing with missing data and incorrect data types, how to standardize your data so that it’s in the right form for modeling, the benefits of creating new features to leverage the information in your dataset, and the process for selecting the best features to improve your model fit.