: Includes discrete and continuous distributions (Binomial, Poisson, Normal) and sampling theory for hypothesis testing.
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Focuses on characteristic equations, Eigenvalues, Eigenvectors, and the Cayley-Hamilton Theorem. It also covers the similarity of matrices and diagonalization.