This video lecture provides a comprehensive introduction to probability, covering basic concepts like the range of probability, types such as theoretical and empirical probability, and applications involving probability calculations with cards, dice, and real-world examples. The video also delves into conditional probability, independent vs. dependent events, and the rules of addition and multiplication of probabilities.