新南威尔士大学AI硕士课程设置-新东方前途出国

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新南威尔士大学AI硕士课程设置

2020-04-18

 

 

 

Master of Information Technology

 

 

课程设置:

 

Artificial Intelligence

 

 

Students must complete 96 UOC.(每门课6分)

Core Courses

Students must take 42 UOC of the following courses.

Principles of Programming程序设计原理

Data Structures and Algorithms数据结构和算法

Database Systems数据库系统

Computer Networks and Applications计算机网络与应用

Artificial Intelligence人工智能

Information Technology Project信息技术项目

Engineering Project Management工程项目管理

 

 

Disciplinary Electives

Students must take 36 UOC of the following courses.

 

Applied Bioinformatics应用生物信息学

Computational Bioinformatics计算生物信息学

Advanced and Parallel Algorithms 高级并行算法

Theory of Computation计算理论

Advanced Topics in Software Verification软件验证的前沿课题

Internet of Things Service Design and Engineering物联网服务设计与工程

Security Engineering and Cyber Security安全工程与网络安全

Web Application Security and Testing      Web应用程序安全与测试

Digital Forensics数字取证

System and Software Security Assessment系统和软件安全评估

Security Engineering Masterclass安全工程大师班

Information Retrieval and Web Search信息检索与网络搜索

Internet of Things Experimental Design Studio物联网实验设计工作室

Parameterized and Exact Computation参数化精确计算

Modelling Concurrent Systems并发系统建模

Advanced C++ Programming高级C++程序设计

Extended Security Engineering and Cyber Security扩展安全工程与网络安全

Extended Web Application Security and Testing扩展Web应用程序的安全性和测试

Extended Digital Forensics and Incident Response扩展数字取证和事件响应

Foundations of Computer Science计算机科学基础

Principles of Programming程序设计原理

Data Structures and Algorithms数据结构和算法

Microprocessors and Interfacing微处理器和接口

Software Construction: Techniques and Tools软件建设:技术与工具

Design and Analysis of Algorithms算法设计与分析

Programming Languages and Compilers编程语言和编译器

Algorithmic Verification算法验证

Foundations of Concurrency并发性的基础

Concepts of Programming Languages程序设计语言的概念

Operating Systems操作系统

Computer Architecture计算机体系结构

Digital Circuits and Systems数字电路和系统

Advanced Operating Systems高级操作系统

Distributed Systems分布式系统

Extended Operating Systems扩展操作系统

Database Systems数据库系统

Big Data Management大数据管理

Database Systems Implementation数据库系统实现

Web Data Compression and Search        Web数据压缩与搜索

Data Services Engineering数据服务工程

Software Service Design and Engineering软件服务设计与工程

Software as a Service Project软件即服务项目

Computer Networks and Applications计算机网络与应用

Network Routing and Switching网络路由和交换

Capacity Planning of Computer Systems and Networks计算机系统和网络的容量规划

Mobile Data Networking移动数据网络

Securing Fixed and Wireless Networks保护固定和无线网络

Artificial Intelligence人工智能

Computer Graphics计算机图形学

Robotic Software Architecture机器人软件体系结构

Security Engineering Workshop安全工程车间

Human Computer Interaction人机交互

Extended Design & Analysis of Algorithms算法的扩展设计与分析

Extended Artificial Intelligence扩展人工智能

Engineering Decision Structures工程决策结构

Launching a Startup启动初创企业

Engineering Project Management工程项目管理

 

 

Prescribed Electives

Students must take at least 18 UOC of the following courses.

 

Knowledge Representation and Reasoning知识表示与推理

Data Warehousing and Data Mining数据仓库和数据挖掘

Machine Learning and Data Mining机器学习与数据挖掘

Advanced Topics in Statistical Machine Learning统计机器学习的前沿课题

Neural Networks and Deep Learning神经网络与深度学习

Computer Vision计算机视觉

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