def compute_cost(AL, Y):
    m = Y.shape[1]

    # Compute loss from aL and y.
    cost = (-1/m)*np.sum(np.multiply(Y, np.log(AL)) + np.multiply(1-Y, np.log(1 - AL)))
    
    cost = np.squeeze(cost)     
    
    return cost