Imagine that you would like to predict if your favorite table will be free at your favorite restau-

rant. The only additional piece of information you can collect, however, is if it is sunny or not

sunny. You collect paired samples from visit of the form (is sunny, is table free), where it is either

sunny (1) or not sunny (0) and the table is either free (1) or not free(0).

(a) [10 marks] How can this be formulated as a maximum likelihood problem?