Linear Models Suppose you want to learn a function that pred…

Linear Models Suppose you want to learn a function that predicts the season batting average of a baseball player, given the information available at the start of the season. (This is a simplified version of the premise of the movie Moneyball.)   (a) Explain how you would formalize this as a learning problem.  (b) Is it reasonable to model this relationship using a linear model? Why or why not?  (c) What machine learning techniques would you use? (d) Give a short explanation of how you might learn the model using an iterative algorithm