Managerial analytics : an applied guide to principles methods tools and best practices Pt. I. Overview What is managerial analytics What is driving the analytics movement The analytics mindset pt. II. Analytics toolset Machine learning Descriptive analytics Predictive analytics Case study : Moneyball and optimization Prescriptive analytics (aka optimization) pt. III. Conclusion Revenue management Final tips for implementing analytics