Machine Learning in Education

At present, machine learning has been deeply applied in various fields, and has also played a role in the field of education. The research of this project has two aspects: one is to use Python to find the factors influencing students' educational outcomes from the smallest to the largest, so as to create the best learning plan for students and parents; another is to find the best way to classify a set of data. This article uses the two data sets to analyze American high school Students, respectively Students Performance and Students' Academic Performance the Dataset. The data set was analyzed by linear regression method. In the end, this article comes to the conclusion that individual study habits were more important than family influences.