DS Course List
COMP4003 Theory of Computation
计算理论
This course aims to introduce the fundamental concepts in theoretical computer science. Topics include deterministic and non-deterministic finite automata, regular languages, context-free languages, Turing machines, Church’s thesis, the halting problem, computability, and complexity. Also, the formal relationships between machines, languages and grammars are addressed.
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时间序列分析
This course provides students with sophisticated statistical techniques and models for analysing time series data. Using statistical packages, such as R and Matlab, as computational aid, students will learn to use the models for analysis and forecasting where the distributions of arrival-times and withdrawal-times are unknown and not parametrically modelled. This statistical topic has achieved great prominence in the theoretical statistical literature because it is a particularly good arena for the introduction of techniques of estimating and testing finite-dimensional parameter values – such as a treatment-effectiveness parameter in clinical studies – in the presence of infinite-dimensional unknown parameters. Such problems are referred to as semi-parametric.
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大学国文
This course aims to (1) help students to master advanced knowledge and skills in Chinese listening, speaking, reading and writing; (2) teach some of the advanced features of Chinese literature, and the interrelationship between literature, society and culture in ancient and contemporary China, and (3) develop students’ ability to analyse, evaluate and appreciate literary writings.
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