A sharp, practical review of Data Science for Business by Foster Provost and Tom Fawcett, focused on how data science actually improves decision-making. This guide breaks down predictive modeling, overfitting, and evaluation through a business lens, making it essential reading for professionals in analytics, finance, consulting, and strategy.