This lecture discusses the properties of entropy, highlighting that it is not always an integer when probabilities are not whole numbers. It explains that entropy is positive, becomes null only when all probabilities except one are zero, and is less than or equal to the logarithm of the number of possible values, reaching equality with equiprobability.