Ionospheric science is in the middle of a data revolution, and poised to take advantage of
modern data science methods that are gaining popularity for scientific applications. This
chapter explores the challenges in ionospheric science that can benefit from data science
approaches, outlines suitable machine-learning methods, discusses the ways to use these
methods to advance scientific inquiry, and the infrastructure needed to facilitate these new
endeavors.