Akademik Dersler - İçerik

define different approaches of probability
explain set theory and sample space
Solve problem about permutation and combination
express probability of event and probability axioms
express probability of event , conditional probability, independence events
interpret bayes theorem and solve various problem using bayes theorem
describe random variables: discrete and continuous random variables
calculate expectation and variance of discrete and continuous random variables.
express skewness and kurtosis
solve probles about expectation, variance, skewness and kurtosis of discrete and continuous random variables.
express distribution of random variables:discrete and continuous distributions.
recognise discrete distribution: Binomial Distribution , Hypergeometric Distribution, Poisson distribution and apply moment generating function
recognise continuous distributions: Normal, uniform, exponential, gamma and beta distribution and apply moment generating function.
categorize discrete and continuous distributions and solve problem concerning these distributions.