please solve this

4. Bayes Optimality [10 points] (a) [2 points] Consider a regression task with the following data generating process: ( x~wxtox x+N(m. ))+N(120]) where x, A, E RD, E, E RDXD; WE RD and a e R are parameters. At a particular query point x"