Data Science Is Not Just Coding

Data science combines hacking skills, mathematics and statistics, and substantive expertise. Coding matters, but useful analysis also depends on rigor, context, and sound judgment.

Missing one of those domains creates predictable danger zones, from traditional research without enough computation to machine learning without enough human context.