摘要
随着机器学习、大数据分析等领域的迅速发展,在计算机科学与技术专业的学习中出现了大量新的数学问题。Lasso是机器学习、大数据分析领域正则化目标函数的重要工具。本文通过多重积分的教学,阐述了Lasso背后的数学原理。探讨了针对计算机科学与技术专业的高等数学教学内容改革。
With the rapid development of machine learning, data science etc., many new problems about mathematics appeared in the class of computer science. Lasso is a key tool in solving optimization problems in machine learning, data science. In this paper, we will demonstrate Lasso in teaching of multiple integral and explore reforming the materials of advanced mathematics for the class of computer science.
出处
《创新教育研究》
2019年第6期812-817,共6页
Creative Education Studies
