Bayesian Inference is a statistical method that involves updating the probability of a hypothesis as more evidence or information becomes available. It relies on Bayes' Theorem to provide a formal way to combine prior knowledge with new data. This approach is particularly useful in fields where initial data is sparse or uncertain.