Conditional Probability & Bayes theorem #
Conditional Probability #
- probability of an event occurring given that another event has already occurred.
- a measure that quantifies how the likelihood of an event changes when we have additional information about another related event.
Bayes’ Theorem #
- extends the idea of conditional probability.
- provides a way to update the probability of a hypothesis based on new evidence.