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

Summary & Quiz

Chapter 3: Art of Optimization

Optimization: Heart of Every Decision

Linear Programming

Transportation Example

Special Situations in LP

Summary & Quiz

Chapter 4: Uncertainty in Decision-Making

Incorporating Uncertainty in Decision-Making

Uncertainty in Future Outcomes

Incorporating Probabilities into Decision-Making

Value of Information

Summary & Quiz

Chapter 5: Regression Analysis

Regression Analysis: Concepts

Regression Analysis: Mathematics

Assumptions of the Regression Analysis

Summary & Quiz