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1.To provide Knowledge on Probability distributions. 2. To study the algebra and its uses in solving Eigen value problems and single value decomposition problems. 3. To explain the concepts in number theory. 4. To predict a probability distribution over a set of classes given an observation of input, instead of simply outputting the most likely class to which the obser...