Question: Derive an efficient way to compute the matrix Q in the SVM formulation using the vectorization method (only involving vector/matrix operations without any loop or

Derive an efficient way to compute the matrix Q in the SVM formulation using the vectorization method

(only involving vector/matrix operations without any loop or summation) for the following kernel functions:

a. The linear kernel function

b. The polynomial kernel function

c. The RBF kernel function

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