These tutorial videos cover essential topics in Probability and Statistics.
Topics covered include permutations, combinations, rules of probability theory, bayes' theorem, expectation, standard deviation, probability distributions, and much more.
Section 1: Permutations
Section 2: Combinations Now that we understand permutations, we visit the topic of combinations as it relates to probability theory. This topic will be used throughout the remainder of the course. . . . View the lesson
Section 3: Fundamentals of Probability In this section we explore the fundamental topics of probability theory and probability relates to everyday life. We define the notion of the probability associated with an event and work a number of example problems to demonstrate how probability is calculated. . . . View the lesson
Section 5: Conditional Probability This section focuses on understanding the situations where the probability of one event is dependent on the probability that another, separate event has occurred. We work numerous problems to gain mastery of this material. . . . View the lesson
Section 6: Bayes' Theorem In this section, we begin to study Bayes' Theorem, which is a very important involving conditional probability that has many uses for a variety of problem types. . . . View the lesson
Section 8: Mean, Median, and Mode In this section, we study the concepts of mean, median, and mode. Care is taken to explain the difference between these concepts and how to calculate them, as their definitions are similar. . . . View the lesson