Course Outcomes

MAUL404.1

Demonstrate the ability to analyze and solve problems involving basic probability concepts, including probability space, conditional probability, and Bayes' theorem.

MAUL404.2

Understand discrete random variables, probability functions, and distributions, facilitating the calculation of event probabilities and identification of common distributions

MAUL404.3

Apply concepts of joint distributions, conditional distributions, and characteristic functions of random variables.

MAUL404.4

Understand random sequences, convergence modes, limit theorems, and laws of large numbers

MAUL404.5

Comprehend random processes, stationary processes, mean and covariance functions, ergodicity, transmission of random processes through LTI systems, and power spectral density.