How to generate random invertible symmetric positive semidefinite matrix?

How can I generate a random, invertible, symmetric, positive semidefinite matrix using MATLAB?

I found this Python code:

matrixSize = 10
A = random.rand(matrixSize,matrixSize)
B = numpy.dot(A,A.transpose())

But I am not sure if this generates random positive semi-define matrix B.