Elementary probability theory

• Definitions: experiment, outcome, sample space, event
• Classical vs. Frequentist
• Kolmogorov's axioms

Conditional Probability

• Basic relation and definition
• Simple illustration with a die

Bayes Rule

• Derivation from set theory
• Illustration: Zika virus / pregnancy test
• Trick coin

Independence