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)
2
11.
授课方式
Delivery Method
讲授
Lectures
习题/辅导/讨论
Tutorials
实验/实习
Lab/Practical
其它(请具体注明)
Other(Please specify)
总学时
Total
学时数
Credit Hours
32 32
12.
先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
MAT8011
现代概率论 Advanced Probability
13.
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
14.
其它要求修读本课程的学系
Cross-listing Dept.
教学大纲及教学日历 SYLLABUS
15.
教学目标 Course Objectives
This course is a series of seminars in Advanced Probability as well as some related areas, especially
its applications on Advanced Probability. The main purpose of this course is to introduce some
research topics in this area. Students will learn how to do with research problems and find some topics
they are interested in.
本课程是一个系列讨论班,主题为现代概率论,特别是现代概率论在一些领域应用。本课程旨在介绍该
领域的研究问题。学生将会学会如何应对这些研究问题,并找到他们感兴趣的问题。
16.
预达学习成果 Learning Outcomes
Students will learn how to do with research problems and find some topics they are interested in.
学生将学习如何处理研究问题,并找到他们感兴趣的问题。
17.
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)