BIMSA > Statistical Learning ABC \(ICBS\)
Statistical Learning ABC
统计学习是一种主流机器学习范式，本身包含大量的思想和方法。介绍统计学习基础知识、常用模型和应用。穿插程序实现、论文解读。统计学习相关计算机语言和包的使用。还有好玩的实验等着大家哦。
Lecturer
Cong Wei Song
Date
13th September ~ 1st December, 2021
Prerequisite
线性代数、实分析、Fourier分析
Reference
Elements of Statistical Learning
Video Public
Yes
Notes Public
Yes
Lecturer Intro
Congwei Song received the master degree in applied mathematics from the Institute of Science in Zhejiang University of Technology, and the Ph.D. degree in basic mathematics from the Department of Mathematics, Zhejiang University, worked in Zhijiang College of Zhejiang University of Technology as an assistant from 2014 to 2021, from 2021 on, worked in BIMSA as asistant researcher. His research interests include machine learning, as well as wavelet analysis and harmonic analysis.