Author(s)

Peicheng Shi

Corresponding Author

Peicheng Shi

Abstract

The background of the era of big data requires the undergraduates majoring in automation to have preliminary data analysis ability. On this basis, a data analysis case based on statistical regression is given, and the regression methods of Excel and MATLAB are analyzed in detail. At the same time, the regression method is given layer by layer when the data is returned. Students' computer practice proves that this teaching method can enable students to master the basic ideas and methods of data analysis and lay a good foundation for future research.

Keywords

Statistical Regression; Data Analysis; Teaching Methods