I. Events
1. Some concepts
2. Intersection of events
3. Mutually exclusive event
4. Union of events
5. Complements
II. Probability
1. Definition
Definition
Classical Probability
Geometric Probability
Simulation of coin tossing
PI estimation
Empirical probability (experimental probability)
2. The additive rule
3. Conditional Probability
4. Multiplication Rule
5. Independent events
III. Bayes’s Theorem
IV. Simple Classification