Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

Fundamental concept: If you look too hard at a set of data, you will find something — but it might not generalize beyond the data you’re looking at. This is referred to as overfitting a dataset.