I'm having difficulty trying to calculate the Covariance Matrix. I think I'm missing out on a formula somewhere.

The question I'm trying to do considers the model and asks to compute the Covariance Matrix of the standard LSE.

So far I've found that from the data we've been given. How do I then go about and construct the Covariance Matrix?