42+ Probability Theory Cheat Sheet Gif. The discrete probability distribution of the number of successes in a sequence of n independent yes/no experiments, each of which yields success with probability p. Random variables and their distributions.

Machine Learning Cheat Sheets from image.ibb.co

Some authors use f () instead of p(), especially for continuous rvs. Broadly speaking, probability theory is the mathematical study of uncertainty. The discrete probability distribution of the number of successes in a sequence of n independent yes/no experiments, each of which yields success with probability p.

Bayes' rule and law of total probability.

Furthermore, i decided to rename it to cookbook because the this document quickly grew into a basic probability theory reference and its substantial parts evolved while i was taking the excellent course stat 200b. Search in the document preview. The discrete probability distribution of the number of successes in a sequence of n independent yes/no experiments, each of which yields success with probability p. Probabilities are associated with specific events within a particular possibility space.