Chapter 1: Humans as Decision Makers
Characteristics of Decisions
Process of Decision-Making
Biases in Decision-Making
Methods of Decision-Making
Summary & Quiz
Chapter 2: Data-Driven Decision-Making
Why Analytics?
Models: Tools of Analytics
Steps of Mathematical Modeling
Investigating a Business Challenge
Chapter 3: Art of Optimization
Optimization: Heart of Every Decision
Linear Programming
Transportation Example
Special Situations in LP
Chapter 4: Uncertainty in Decision-Making
Incorporating Uncertainty in Decision-Making
Uncertainty in Future Outcomes
Incorporating Probabilities into Decision-Making
Value of Information
Chapter 5: Regression Analysis
Regression Analysis: Concepts
Regression Analysis: Mathematics
Assumptions of the Regression Analysis