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Bayesian Inference is a statistical method that involves updating the probability of a hypothesis as new evidence or data becomes available. It is based on Bayes' Theorem, which calculates the probability of a hypothesis given the data and prior knowledge. This method allows for the incorporation of uncertainty and variability in the data, providing a more flexible and robust approach to statistical analysis.