According to the goal description above, there are nine features and one target for our prediction model. Based on those features and target, define the two variables X as the features set and y as the target set. using the diamond data, we aim to build a regression model that is able to predict the price of a new diamond based on its carat, cut, color, clarity, depth, table, x$,$ y$,$ and z$.$