There's inference-based data science, there's analytics-based data science, and there's machine learning. Those terms don't mean a ton of things to people outside of data science.

Since machine learning uses data to make predictions rather than to understand a given dataset, this and similar fields like data science are more closely related to inferential statistics, Metsis ...