The Undergraduate Mathematics Study Program at UNPAR offers four specializations: Actuarial Science, Data Analytics, Optimization and Dynamics, as well as Pure and Educational Mathematics. The Actuarial Science specialization focuses on the application of mathematics, probability and statistics, as well as economics and finance, in the measurement and management of quantitative risk. The Data Analytics specialization focuses on data modeling, visualization, and engineering, as well as their applications. The Optimization and Dynamics specialization focuses on modeling for solving problems in industry, health, and finance. Meanwhile, the Pure and Educational Mathematics specialization equips prospective academics with a strong foundation in pure mathematical concepts and essential aspects of teaching.
The following is a list of specialization elective courses in the 2023 Curriculum of the Undergraduate Mathematics Study Program at UNPAR.
| ACTUARIAL SCIENCE SPECIALIZATION | |||
|---|---|---|---|
| CODE | TITLE | PREREQUISITE (S) | NOTES |
| AMS 232214-03 | Accounting for Actuarial Science | – | |
| AMS 232224-03 | Introduction to Economics | – | |
| AMS 232234-03 | Actuarial Management | – | |
| AMS 232244-03 | Theory of Interest | Calculus 2 | Specialization-compulsory |
| AMS 232254-03 | Time Series Analysis | Mathematical Statistics 1 | – |
| AMS 232264-03 | Advanced Theory of Interest | Theory of Interest | – |
| AMS 232274-03 | Financial Econometrics | Mathematical Statistics 2 | – |
| AMS 232284-03 | Survival Models | Mathematical Statistics 1 | – |
| AMS 232294-03 | Risk Theory | Mathematical Statistics 2 | Specialization-compulsory |
| AMS 233215-03 | Introduction to Insurance Mathematics | Mathematical Statistics 2, Theory of Interest | Specialization-compulsory |
| AMS 233225-03 | Predictive Analysis | Mathematical Statistics 2 | – |
| AMS 233235-03 | Insurance Mathematics | Introduction to Insurance Mathematics | – |
| AMS 233245-03 | Advanced Risk Theory | Risk Theory | – |
| AMS 230210-03 | Topics in Actuarial Science | – | – |
| AMS 230220-03 | Topics in General Insurance | – | – |
| AMS 230230-03 | Topics in Life Insurance | – | – |
| DATA ANALYTICS SPECIALIZATION | |||
|---|---|---|---|
| CODE | TITLE | PREREQUISITE (S) | NOTES |
| AMS 232314-03 | Social Media Data Analysis | – | – |
| AMS 232324-03 | Market Research Analysis | – | – |
| AMS 232334-03 | Industrial Data Analysis | – | – |
| AMS 232344-03 | Deep Learning Models | – | – |
| AMS 232354-03 | Data Visualization | – | Specialization-compulsory |
| AMS 232364-03 | Data Modeling with Python | Computer Programming | Specialization-compulsory |
| AMS 232374-03 | Data Engineering | Computer Programming | – |
| AMS 232384-03 | Multivariate Statistics | Matrix Algebra | Specialization-compulsory |
| AMS 233315-03 | Machine Learning with Python | Computer Programming | – |
| AMS 230310-03 | Topics in Data Analytics | – | – |
| AMS 230320-03 | Topics in Theoretical Statistics | – | – |
| AMS 230330-03 | Topics in Applied Statistics | – | – |
| OPTIMIZATION AND DYNAMICS SPECIALIZATION | |||
|---|---|---|---|
| CODE | TITLE | PREREQUISITE (S) | NOTES |
| AMS 232414-03 | Financial Instrument Models | – | Specialization-compulsory |
| AMS 232424-03 | Financial Engineering | – | – |
| AMS 232434-03 | Inventory Models | Calculus 1 | – |
| AMS 232444-03 | Nonlinear Programming | Calculus 1 | Specialization-compulsory |
| AMS 232454-03 | Game Theory | Matrix Algebra | – |
| AMS 232464-03 | Biostatistics | Mathematical Statistics 2 | – |
| AMS 232474-03 | Quality Control | Mathematical Statistics 1 | – |
| AMS 232484-03 | Design of Experiments | Mathematical Statistics 1 | – |
| AMS 232494-03 | Discrete Dynamical Systems | Mathematical Statistics 1 | – |
| AMS 232514-03 | Optimal Control | Vector Calculus | – |
| AMS 232524-03 | Portfolio Optimization | Vector Calculus | – |
| AMS 232534-03 | Kontrol Linear Control | Ordinary Differential Equations | – |
| AMS 232544-03 | Mathematical Epidemiology | Ordinary Differential Equations | Specialization-compulsory |
| AMS 232554-03 | Continuous Dynamical Systems | Ordinary Differential Equations | – |
| AMS 230510-03 | Topics in Population Dynamics | – | – |
| AMS 230520-03 | Topics in Finance | – | – |
| AMS 230530-03 | Topics in Optimization | – | – |
| AMS 230540-03 | Topics in Operations Research | – | – |
| PURE AND EDUCATIONAL MATHEMATICS SPECIALIZATION | |||
|---|---|---|---|
| CODE | TITLE | PREREQUISITE (S) | NOTES |
| AMS 232614-03 | Euclidean Geometry | – | Specialization-compulsory |
| AMS 232624-03 | Olympiad Mathematics | – | – |
| AMS 232634-03 | Secondary-School Level Mathematics | – | Specialization-compulsory |
| AMS 232644-03 | Technology-Based Learning of Mathematics | – | – |
| AMS 232654-03 | Graphs and Networks | Discrete Mathematics | – |
| AMS 232664-03 | Number Theory | Discrete Mathematics | – |
| AMS 232674-03 | Ring Theory | Matrix Algebra | – |
| AMS 232684-03 | Group Theory | – | Specialization-compulsory |
| AMS 232694-03 | Differential Geometry | Vector Calculus | – |
| AMS 233616-03 | Functional Analysis | Linear Algebra | – |
| AMS 233626-03 | Advanced Real Analysis | Real Analysis | – |
| AMS 233636-03 | Philosophy and History of Mathematics | Real Analysis | – |
| AMS 233646-03 | Topology | – | – |
| AMS 230610-03 | Topics in Pure Mathematics | – | – |
| AMS 230620-03 | Topics in Educational Mathematics | – | – |
| AMS 230630-03 | Independent Study | – | – |