Using the linear regression function in NumPy (see page 66 of the ML book) to solve the following problem. You should submit your code in a notebook file through canvas, which should include the implementation and the input data as well as a short discussion about your result. The table below lists the top ten colleges based on mid-career salary and the associated yearly tuition costs. Use the data to check if the higher cost of tuition translate into higher-paying jobs.

SchoolPrincetonHarveyMuddCalTechUSNavalAcademyWestPointMITLehighUniversityNYU-PolyBabsonCollegeStanfordMid-CareerSalary(inthousands)137135127122120118118117117114YearlyTuition28,54040,13339,9000042,05043,22039,56540,40054,506