6月25-28日余冠(The State University of New York at Buffalo)短期课程

发布者:周晓英发布时间:2019-04-17浏览次数:329

统计与数据科学学院

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                   学术讲座



讲座题目:Statistical Machine Learning

讲 座 人:余冠 助理教授

Department of Biostatistics

The State University of New York at Buffalo

时    间:625(周二) — 628(周五) 下午2:30-6:30

地    点:统计与数据科学学院126教室

摘    要:

Massive and complex data are prevalent in almost every aspect of modern scientific research. It is important to manage these huge amounts of data, and make reliable prediction and inference. Statistical machine learning techniques have great flexibility in handling such data, with a wide range of applications in various scientific fields. This short course aims to provide an overview on the main topics in statistical machine learning, including: linear methods for regression, logistic regression, linear/quadratic discriminant analysis, decision trees, boosting, bagging, random forest, support vector machines, K-means, and so on. At the end of the course you should have a basic understanding of how these methods work and be able to apply them for real problems.


邀  请  人:邹长亮 教授


       欢迎广大师生参加!


统计与数据科学学院