一. 內容本課程內容主要為機率理論中各定理與有關隨機變數重要結果之介紹。本課程內容如下：Axioms of Probability. Combinatorial Methods. Conditional Probability and Independence. Distribution Functions and Discrete Random Variables. Special Discrete Distributions. Continuous Random Variables. Special Continuous Distributions. Joint Distributions. Sum of Random Variables. Limit Theorems. More Expectations and Variances. Point and interval estimators. Hypothesis testing. 二.教科書Saeed Ghahramani, Fundamental of Probability.