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What is the principle of Maximum Likelihood parameter Estimation with proper diagram and explaination in Pattern Recognition subject.Please explain in easy words without copy pasting

What is the principle of Maximum Likelihood parameter Estimation with proper diagram and explaination in Pattern Recognition subject.Please explain in easy words without copy pasting because i am not understanding.

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