What is Probability and information Theory?

Introduction Probability theory may be a mathematical framework for representing uncertain statements. It provides a way of quantifying uncertainty and axioms for deriving new uncertain statements. In AI applications, we use probabilitytheory in two major ways. First, the laws of probability tell us how AI systems should reason, so we design our algorithms to compute or approximate expressions derived using applied mathematics. Second, we statistics to theoretically analyze […]

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