The session covers probability distribution, focusing on random variables, their types, and how to calculate probabilities. It explains discrete and continuous random variables, probability mass functions, and methods for finding mean and variance. The tutorial includes practical examples and emphasizes the importance of understanding concepts for exam preparation.