Properties of A.T * A and A * A.T given A

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Consolidated properties of $A^TA$ (Gram Matrix) and $AA^T$ given $A$:

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I prepared this after going through multiple posts and wikipedia definitions etc. I'm not very sure of the Positive Definite and Positive Semi-Definite conclusions I made.