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Learning Resources
Discrete random variables
Introduction and properties of random variables, probability distributions, expected value and variance, linear transformations of r.v.'s
0 / 3 exercises completed
Binomial Distribution
Concept of the binomial distribution, binomial PDF and CDF, expectation and variance of binomial distribution
0 / 1 exercises completed
Normal Distribution
Introduction and definition of the normal distribution, standard deviations, normal and inverse normal calculations, z-values, normal standardization
0 / 3 exercises completed
Poisson Distribution
The discrete Poisson Distribution for modeling the number of occurrences over a certain interval
0 / 3 exercises completed
Sampling, combinations and CLT
Understanding how the sums of random variables behave, and how sums of large samples of any random variable is roughly normally distributed.
0 / 4 exercises completed