Beyond statistical learning
统计学习是统计学在人工智能/机器学习/数据分析中的重要应用。本节课介绍统计学习较为高级的知识和应用，是初级课程的拓展。配合以算法实现、作品展示、论文解读。还会简单讲解统计学习相关计算机语言和包的使用。让我们一起踏上通往未来的道路。
Lecturer
Date
20th February ~ 22nd May, 2023
Location
| Weekday | Time | Venue | Online | ID | Password |
|---|---|---|---|---|---|
| Monday,Wednesday | 13:30 - 15:05 | A3-1-101 | ZOOM 05 | 293 812 9202 | BIMSA |
Prerequisite
线性代数、实分析、概率论、统计学、随机过程
Reference
Elements of Statistical Learning
Audience
Undergraduate
, Graduate
Video Public
Yes
Notes Public
Yes
Language
Chinese
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.