Course Introduction | This course provides an introduction to probability theory. Probability theory serves as the cornerstone of various areas in computer science, such as machine learning, pattern recognition, network model, and data mining. This course will focus on probability theory as well as its application to solving engineering problems. Main topics include the introduction to probability theory, discrete/continuous random variables, random vectors, and sums of random variables. |