Learning Risk Prediction Model Based on Data Analysis

This paper continuously tracks the learning process of students in the past two years, collects students' learning data, selects data analysis methods and tools, and uses the SVR algorithm to establish a prediction model of students' academic performance for predicting students' academic performance, students' learning behavior and basic characteristics.