This study presented a notes and an application in Multinomial Logistic Regression model, according to assumption's model, such a model is very important deals with one nominal or ordinal response variable that has more than two categories, whether nominal or ordinal variable, this model has been applied in many areas, a real data of sample size 694 student according to their (status, grades and gender) in two semester year 2021 on education from College of Business and Economics Qassim University Kingdom of Saudi Arabia has been used in the study. In order to build a multinomial logistic regression model, student status is considered as dependent variable and grades and gender as independent variables, which tested through a set of statistical test. The study concluded that, the student grades is significant variable that affect the student status and it recommended that to use a multinomial logistic in a large different fields of educational.