Interpretability vs Explainability in Machine Learning: What They Are and Why They Matter

I’ve built machine learning models — not thousands, but enough to notice something not-so-great about myself: I was obsessed with accuracy. And I was trying everything I could to get that perfect score: tweaking features, tuning parameters, etc. But ...