Theoretical Statistics
Mutual information is a measure of the amount of information that one random variable contains about another random variable. It quantifies the reduction in uncertainty about one variable given knowledge of the other, thus capturing the dependence between the two variables. When two variables are independent, their mutual information is zero, indicating no information is gained about one variable by knowing the other.
congrats on reading the definition of Mutual Information. now let's actually learn it.