Difference between theory and hypothesis

Question: What is the difference between theory and hypothesis and explain the importance for a hypothesis to be testable and falsifiable in order for the scientific method to be applied

Question: Please explain to me why the probability and the likelihood in a hiIDen Markov model are so different.

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