(ASC 341 Introduction to Quantitative Risk Analysis at Thammasat University) Risk Management and Risk Measurement Definitions of risk, uncertainty, probability, and events related to risk. Risk management techniques, applications and limitations of quantitative analysis, quantitative risk measurement, volatility and value at risk, asset class risk analysis, and presentation of risk analysis results
(DSI433 Practical Models in Insurance at Thammasat University) Principles of actuarial modelling models for customer acquisition and churn, customer lifetime value profitability, customer segmentation, fraud detection, catastrophe events modeling, actuarial pricing, and underwriting, claims analytics.
(401-12-07 Numerical Methods at RMUTSB) Basic knowledge of numerical methods using computers. Error estimation. Solving equations. Linear and nonlinear systems of equations. Interpolation and extrapolation. Integration. Solving differential equations.
(401-12-07 Calculus 2 at RMUTSB) Polar coordinate system and graphing. Finding area in the polar coordinate system. Curves, planes, and surfaces in three-dimensional space. Finding derivatives and integrals of vector-valued functions of a real variable and their applications. Calculus of real-valued functions of two variables and their applications. Vector algebra in two-dimensional planes and three-dimensional space. Vector fields. Calculus of real-valued functions of multiple variables and their applications. An introduction to line integrals.
(401-12-04 Calculus 1 at RMUTSB) Real-valued functions, limits, and continuity. Derivatives and integrals of real-valued functions of a real variable. Indeterminate forms. Applications of derivatives. Techniques for finding integrals. Applications of integrals.
(401-11-02 Introduction Mathematics at RMUTSB) Introductory logic. Functions. Limits, continuity, and introductory derivatives. Sequences and series. Matrices and determinants. Binomial theorem.
(Linear Algebra at E-Square Plus) Real-valued functions, limits, and continuity. Derivatives and integrals of real-valued functions of a real variable. Indeterminate forms. Applications of derivatives. Techniques for finding integrals. Applications of integrals.
(Ordinary Differential Equation at E-Square Plus) Real-valued functions, limits, and continuity. Derivatives and integrals of real-valued functions of a real variable. Indeterminate forms. Applications of derivatives. Techniques for finding integrals. Applications of integrals.
(Probability Theory at E-Square Plus) Real-valued functions, limits, and continuity. Derivatives and integrals of real-valued functions of a real variable. Indeterminate forms. Applications of derivatives. Techniques for finding integrals. Applications of integrals.
(Statistics at E-Square Plus) Real-valued functions, limits, and continuity. Derivatives and integrals of real-valued functions of a real variable. Indeterminate forms. Applications of derivatives. Techniques for finding integrals. Applications of integrals.
