I am working on a book that addresses decisions involving optimal resource allocation and uncertainty, with applications to various functional areas of management. It is based on my experience in teaching three courses: linear programming and basic probability, spreadsheet modeling, and stochastic processes and optimization. I am trying to integrate this basic,intermediate level, and advanced material, using economic, mathematical, and spreadsheet methods for modeling and analysis of business decisions.