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交通系统科学与工程研究院海外学者刘凤教授机器学习课程

现邀请我院海外讲席教授,比利时Hasselt大学刘凤教授近期将面向研究生开设机器学习课程,具体信息如下:
10月24日(周二),第6节,7:00-9:00,YF302,主题:Support Vector Machine
10月26日(周四),第6节,19:00-21:00,YF409,主题:Decision Tree and Random Forest
10月27日(周五),第6节,19:00-21:00,西门科技大厦1101会议室,主题:Logistic Regression


课程简介:
This course introduces a set of state-of-the-art machine learning algorithms for classification, including Support Vector Machines, Logistic Regression, Decision Trees and Random Forests. Obtaining the best results with machine learning algorithms requires an understanding of their workings and the various ways a user can influence their accuracy. This course provides users with a basic understanding of the theory behind the algorithms, and focuses on their use in practice. It also describes the effect of the algorithm parameters on the resulting classifiers and how to select good values for the parameters.