| 1 | Basic principle of counting | 1-2 |
| 2 | Permutation and its applications | 1-2 |
| 3 | Combination and its applications | 1-2 |
| 4 | Binomial theorem | 1-2 |
| 5 | Basic concepts of probability and probability axioms | 1-2 |
| 6 | Conditional probability and Bayes' theorem | 1-2 |
| 7 | Geometric probability | 1-2 |
| 8 | Random variables | 1-2 |
| 9 | Probability function, probability density function | 1-2 |
| 10 | Expected value and variance of random variables | 1-2 |
| 11 | Moment generating functions and moments | 1-2 |
| 12 | Discrete distributions: Bernoulli, binomial, geometric, hypergeometric, and Poisson distributions | 1-2 |
| 13 | Continuous distributions: uniform distribution, exponential distribution, normal distribution | 1-2 |
| 14 | Normal distribution and its properties | 1-2 |