The dataset The goal of this project is to understand the influence of the parents background, test preparation, and various other variables on the students math score.

There are 8 independent variables:

• gender : Sex of a student (Male/Female)
• race/ethnicity : Ethnicity of a student (Group A,B,C,D,E)
• parental level of education : parents' final education (bachelor's degree,some college,master's degree,associate's degree,high school)
• lunch : What type of lunch the student had before test (standard or free/reduced)
• test preparation course : Whether the student completed any preparation course before the test.
• reading score : Reading score obtained by the student.
• writing score : Writing score obtained by the student.

Target variable:

• math score: Math score of a student.