Decision Trees Made Simple

Making decisions under uncertainty is difficult.

Outcomes are rarely guaranteed, and choices often involve multiple possible paths with different risks and rewards. Without structure, decision-making can become inconsistent, unclear, and prone to error.

Decision trees provide a way to organize thinking and evaluate possible outcomes more clearly.

In Decision Trees Made Simple, educator and author Kimani Upshur, M.Ed. explains how structured thinking helps improve decision-making in uncertain situations.

Rather than relying on complex mathematics, the book presents decision trees as a practical framework that can be applied to real-world problems.

Inside this book, readers will learn:

• What decision trees are and how they work
• How to break complex decisions into clear steps
• How to evaluate possible outcomes and probabilities
• Why structured thinking improves clarity
• How uncertainty affects decision-making
• How to make better choices using simple frameworks

Decision Trees Made Simple is part of The Made Simple Framework, a growing series designed to explain powerful ideas about thinking, systems, economics, and decision-making in clear and accessible language.

Understanding structured decision-making helps readers reduce uncertainty, improve clarity, and make more effective choices.