University of St Andrews
MSc in Artificial Intelligence
Saint Andrews, 英国
期间
1 Years
语言
英语
步伐
全职
报名截止日期
08 Aug 2024
最早开始日期
Sep 2024
学费
GBP 29,950 *
学习形式
在校园
* overseas | home: £11,680
招生
课程
以下发布的模块是前几学年所教授内容的示例,在您开始课程之前可能会有所变化。有关每个模块的更多详细信息,包括每周上课时间、教学方法和评估,
Compulsory
- Artificial Intelligence Practice: practical design and implementation of artificial intelligence (AI), covering techniques in the areas of AI reasoning, planning, doing and learning.
- Artificial Intelligence Principles: foundational knowledge of artificial intelligence (AI) with an overview of AI and its philosophy.
- 面向对象建模、设计和编程:介绍并强化面向对象建模、设计和实施,以提供通用的技能基础,使学生能够完成其他理学硕士模块中的编程作业。该模块假设学生具有大量的编程经验,相当于完成了计算机科学本科学位。
学生应至少选修以下一门课程:
- Constraint Programming: introduces constraint-based reasoning as a powerful mechanism for knowledge representation and inference.
- Language and Computation: covers the major aspects of natural language processing and speech understanding.
- 机器学习:为机器学习背后的理论奠定基础,并使学生能够在实践中应用机器学习来解决现实世界的问题。
Optional
The following modules are optional for Computer Science programmes. Not all combinations of modules will be available for all programmes, and some modules are subject to pre-requisites being satisfied.
学生可选择两到三门选修课程。在“附加选修课程”列表中,学生最多只能选修每门课程中的两门。
Here is a sample of optional modules that may be offered.
- Critical Systems Engineering
- Data Ethics and Privacy
- Data-Intensive Systems
- Human-Computer Interaction Principles and Methods
- Information Visualisation
- Interactive Software and Hardware
- Knowledge Discovery and Datamining
- Principles of Computer Communication Systems
- Software Architecture and Design
- Software Engineering Practice
- Software Engineering Principles
- User-Centred Interaction Design
选修课程模块每年都会有所变化,并要求提供最低数量的参与者;有些课程可能只允许有限数量的学生参加
Additional optional
Students may take up to two of the following:
- Advanced Communication Networks and Systems
- Computer Architecture
- Computer Graphics
- Computer Security
- Concurrency and Multi-Core Architectures
- Distributed Systems
- Logic and Software Verification
- Programming Language Design and Implementation
- Signal Processing: Sound, Image, Video
- Video Games
Students may take up to two of the following:
- Database Management Systems
- Information Security Management
- Web Technologies
Optional modules are subject to change each year and require a minimum number of participants to be offered; some may only allow limited numbers of students.
Dissertation project
在第二学期,学生与教职员工共同确定并商定扩展项目的主题,他们将在课程的最后三个月内完成该项目,最终完成一篇 15,000 字的论文。论文项目可以以小组形式完成,也可以单独完成(无论哪种情况,学生都会接受单独评估)。
The dissertation typically comprises:
- A review of related work
- The extension of existing or the development of new ideas
- Software implementation and testing
- Analysis and evaluation
Each project is supervised by one or two members of staff, typically through regular meetings and reviews of software and dissertation drafts.
If students choose not to complete the dissertation requirement for the MSc, there is an exit award available that allows suitably qualified candidates to receive a Postgraduate Diploma instead, of finishing the course at the end of the second semester of study.
Teaching
Teaching format
理学硕士课程的授课部分包括八个模块:四个必修模块和两个或三个可选模块(可选模块范围很广)。
Teaching methods include lectures, seminars, tutorials and practical classes.
班级规模通常为20至110名学生。
Assessment
Most modules are assessed through practical coursework exercises and examinations.
Support
我们会为您指派一名顾问,他在年初与您会面,讨论模块选择,并随时为您解决学年中的任何学术困难。
指定的工作人员对理学硕士项目和论文进行密切监督。
奖学金和资助
The University of St Andrews is committed to attracting the very best students, regardless of financial circumstances.
15% Recent Graduate Discount
If you have graduated from the University within the last three academic years, you may be eligible for a 15% discount on postgraduate-taught tuition fees.
课程学费
学生感言
English Language Requirements
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