## Learning Outcomes The textbook content, assignments, and assessments for Mathematics for Liberal Arts are aligned to the following learning outcomes. See the list of detailed learning outcomes here: Detailed Learning Outcomes: Math for Liberal Arts.

## Module 1: Historical Counting Systems

• Early Counting Systems
• Positional Systems and Bases

## Module 2: General Problem Solving

• Proportional Relationships and a Bit of Geometry
• Solving Problems With Math

## Module 3: Measurement

• US Units of Measurement
• Systems and Scales of Measurement

## Module 4: Graph Theory

• Graph Theory Basics
• Euler and Hamiltonian Paths and Circuits

## Module 5: Fractals

• Fractal Basics
• Fractals Generated by Complex Numbers

## Module 6: Theory and Logic

• Set Theory Basics
• Logic Basics
• Analyzing Arguments With Logic

## Module 7: Voting Theory

• Preference Ballot Voting
• Approval Voting

## Module 8: Growth Models

• Linear and Geometric Growth
• Logarithms and Logistic Growth

## Module 9: Finance

• Simple and Compound Interest
• Annuities and Loans

## Module 10: Statistics: Collecting Data

• Data Collection Basics
• Sampling and Experimentation

## Module 11: Statistics: Describing Data

• Representing Data Graphically
• Numerical Summaries of Data

## Module 12: Probability

• Computing the Probability of an Event
• Applications With Probability