Matrix Calculus and Random Vectors

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After taking a machine learning course, I realised I was lacking fluency in Matrix Calculus and probability calculations involving random vectors. Is there any resource (online or textbook) that has a large set of questions on those two topics and solutions? Actual learning material on those topics would be a bonus, but I primarily need practice.