大数据时代下《应用回归分析》课程的教学改革探索
Exploration on Teaching Reform of Applied Regression Analysis Course in the Era of Big Data

在当今大数据时代，《应用回归分析》作为各个高校统计学专业的一门必修课，其重要性不言而喻。另外，目前大多数高校都把这门课建设得比较成熟完善，但在当今大数据的浪潮下，其仍存在一些需要我们进一步探索、创新、改革的空间。故本文通过深入研究《应用回归分析》课程在当今大数据时代下可能存在的一些不足和仍需改进的地方，来进一步探索如何在当今日新月异的时代使《应用回归分析》焕发新的生机和活力，帮助人们更好地学习回归分析。
In the era of big data, the importance of Applied Regression Analysis as a compulsory course for statistics majors in various universities is self-evident. Moreover, although most universities have now developed and perfected this course, there are still some areas that need further exploration, innovation, and reform in the current wave of big data. Therefore, this paper conducts in-depth research on the possible shortcomings and areas that still need improvement in the course of Applied Regression Analysis in the current era of big data, in order to further explore how to make Applied Regression Analysis radiate new vitality and vigour in today’s fast-changing era, and help people learn regression analysis better.