新南威尔士大学AI硕士课程设置
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.
l Principles of Programming程序设计原理
l Data Structures and Algorithms数据结构和算法
l Database Systems数据库系统
l Computer Networks and Applications计算机网络与应用
l Artificial Intelligence人工智能
l Information Technology Project信息技术项目
l Engineering Project Management工程项目管理
Disciplinary Electives
Students must take 36 UOC of the following courses.
l Applied Bioinformatics应用生物信息学
l Computational Bioinformatics计算生物信息学
l Advanced and Parallel Algorithms 高级并行算法
l Theory of Computation计算理论
l Advanced Topics in Software Verification软件验证的前沿课题
l Internet of Things Service Design and Engineering物联网服务设计与工程
l Security Engineering and Cyber Security安全工程与网络安全
l Web Application Security and Testing Web应用程序安全与测试
l Digital Forensics数字取证
l System and Software Security Assessment系统和软件安全评估
l Security Engineering Masterclass安全工程大师班
l Information Retrieval and Web Search信息检索与网络搜索
l Internet of Things Experimental Design Studio物联网实验设计工作室
l Parameterized and Exact Computation参数化精确计算
l Modelling Concurrent Systems并发系统建模
l Advanced C++ Programming高级C++程序设计
l Extended Security Engineering and Cyber Security扩展安全工程与网络安全
l Extended Web Application Security and Testing扩展Web应用程序的安全性和测试
l Extended Digital Forensics and Incident Response扩展数字取证和事件响应
l Foundations of Computer Science计算机科学基础
l Principles of Programming程序设计原理
l Data Structures and Algorithms数据结构和算法
l Microprocessors and Interfacing微处理器和接口
l Software Construction: Techniques and Tools软件建设:技术与工具
l Design and Analysis of Algorithms算法设计与分析
l Programming Languages and Compilers编程语言和编译器
l Algorithmic Verification算法验证
l Foundations of Concurrency并发性的基础
l Concepts of Programming Languages程序设计语言的概念
l Operating Systems操作系统
l Computer Architecture计算机体系结构
l Digital Circuits and Systems数字电路和系统
l Advanced Operating Systems高级操作系统
l Distributed Systems分布式系统
l Extended Operating Systems扩展操作系统
l Database Systems数据库系统
l Big Data Management大数据管理
l Database Systems Implementation数据库系统实现
l Web Data Compression and Search Web数据压缩与搜索
l Data Services Engineering数据服务工程
l Software Service Design and Engineering软件服务设计与工程
l Software as a Service Project软件即服务项目
l Computer Networks and Applications计算机网络与应用
l Network Routing and Switching网络路由和交换
l Capacity Planning of Computer Systems and Networks计算机系统和网络的容量规划
l Mobile Data Networking移动数据网络
l Securing Fixed and Wireless Networks保护固定和无线网络
l Artificial Intelligence人工智能
l Computer Graphics计算机图形学
l Robotic Software Architecture机器人软件体系结构
l Security Engineering Workshop安全工程车间
l Human Computer Interaction人机交互
l Extended Design & Analysis of Algorithms算法的扩展设计与分析
l Extended Artificial Intelligence扩展人工智能
l Engineering Decision Structures工程决策结构
l Launching a Startup启动初创企业
l Engineering Project Management工程项目管理
Prescribed Electives
Students must take at least 18 UOC of the following courses.
l Knowledge Representation and Reasoning知识表示与推理
l Data Warehousing and Data Mining数据仓库和数据挖掘
l Machine Learning and Data Mining机器学习与数据挖掘
l Advanced Topics in Statistical Machine Learning统计机器学习的前沿课题
l Neural Networks and Deep Learning神经网络与深度学习
l Computer Vision计算机视觉