Predictive Analytics and the Data-Driven Organization

Predictive Analytics and the Data-Driven Organization is a comprehensive guide to embedding predictive modeling into business strategy. It covers the fundamentals of predictive analytics, tools and technologies for building models, ethical considerations around data use, and how to integrate predictions into decision-making workflows. Industry-specific applications across healthcare, finance, retail, and manufacturing show the framework in action. The book also addresses common pitfalls—overfitting, biased data, and organizational resistance—and how to navigate them.