FUNDAMENTAL OF MATHEMATICS & STATISTICS (2 Credits)

Learning Outcomes:

1. Explain fundamental mathematical skills supported by appropriate concepts, formulas, methods, and reasoning
2. Apply critical, logical, and systematic thinking in solving mathematical problems
3. Explain fundamental statistical concepts supported by appropriate methods and reasoning
4. Apply critical, logical, and systematic thinking to analyze data and interpret statistical information

Topics:

1. Introduction to Fundamental Mathematical Concepts and Mathematical Logic
2. Functions
3. Limits and Continuity
4. Derivatives
5. Applications of Derivatives
6. Integrals
7. Applications of Definite Integrals
8. Introduction to Statistics and Data Analysis: Samples, Populations, and Data Collection
9. Introduction to Statistics and Data Analysis: Descriptive Statistics and Data Modeling
10. Probability: Sample Space, Events, and Basic Rules
11. Probability: Conditional Probability and Bayes’ Rule
12. Random Variables and Distribution Concepts
13. Common Probability Distributions and Statistical Interpretation