This comprehensive math tutorial guides students through solving probability word problems using a classic "marbles in a jar" scenario. The video begins with calculating simple probabilities using fractions, decimals, and percentages, establishing the foundational concept of part-over-whole. It systematically progresses to more complex concepts, including the probability of "not" selecting a specific color and the addition rule for "or" events (e.g., green or yellow). A significant portion of the video is dedicated to compound events, distinguishing between independent and dependent events through the concepts of "with replacement" and "without replacement." The narrator explicitly breaks down the difference between "then" (specific order) and "and" (non-specific order), demonstrating how this changes the calculation logic. This resource is highly valuable for middle and high school math classrooms as it visually color-codes calculations to match the marble colors, making abstract algebraic steps concrete. It serves as both an introduction to basic probability and a deep dive into the nuances of compound probability rules, addressing common student stumbling blocks like reducing fractions and interpreting word problem vocabulary.