Courses and Studies

FROM CCIT SITE

(一) Course Roadmap (Draft) of CSIE, CCIT, NDU

“Artificial Intelligence” Course Roadmap (Draft)

1. Goal: The course roadmap is to integrate teachers about multiple AI domains and teach related courses of AI to train qualified persons with both AI technology and practice.

2. Courses: We offer 11 elective subjects for junior to senior students

Type	Course	Credit	Grade	Note
AI-technology	Data Mining	3	Junior	At least four courses
	Machine Learning	3	Senior
	Big Data Analysis	3	Junior
	Information Extraction & Retrieval	3	Junior
	Image Process	3	Junior
	Image Recognition System	3	Junior
	Computer Vision	3	Senior
	Artificial Intelligence	3	Senior
AI-application	Image Recognition System Project	3	Junior, senior	At least one course
	Multimedia System Project	3	Junior, senior
	Intelligence System Project	3	Junior, senior
	Database System Project	3	Junior, senior

3. Stages：There are four stages according to different requirements and capabilities.

#	Stage	Requirement & Suggestion
1	Introduction to AI; National defense technology and foundation of scientific & law	The ability to identify AI problems
2	Basic science/programming ü Mathematics and statistical analysis ü Python and R programming ü Big data analysis by Hadoop and Spark	The ability of AI engineers and enable to analyze big data
3	Machine learning ü Multiple models of machine learning	The ability to develop AI systems
4	Import AI in practical scenarios ü Natural language processing, speech recognition, recommendation system ü Image recognition, computer vision ü National defense application	The ability to import AI systems across multiple domains

“Cyber Security” Course Roadmap (Draft)

1. Goal: The course roadmap aims to provide a learning path for cyber security. Our experienced and professional lecturers conduct the courses intergrading the theory and practice of information security. The courses enable students to become skillful cybersecurity experts through the hands-on approaches with fundamental concepts. The trained professionals are expected to ensure the cybersecurity and gain the information advantages of national defense.

2. Courses: We offer 21 subjects for undergraduate education.

Type	Course	Credit	Grade	Note
Cybersecurity Required Subjects	Introduction to Cryptography	3	Junior
	Network Security	3	Junior
	Cybersecurity Practice	3	Junior
National Defense Electives	Introduction to C4ISR System	3	Senior	One of two is required
National Defense Electives	Introduction to Information Warfare	3	Senior	One of two is required
Cybersecurity Electives	Elementary Number Theory	3	Sophomore
	Information Security	3	Sophomore
	Information Assurance	3	Junior
	The Attack and Defense of Computers	3	Junior
	Multimedia Security	3	Junior
	Assembly and Reverse Engineering	3	Junior
	Network Defense	3	Junior
	Vulnerability Assessment	3	Senior
	Web Security and Penetration Testing	3	Senior
	Digital Forensics	3	Senior
	Practical Security of Digital Content	3	Senior
	Virtualization and Cyber Security	3	Senior
	Software Security	3	Senior
Cybersecurity Capstone	Information Security Project	3	Junior, senior	At least one course
	Cybersecurity Project	3	Junior, senior
	System Security Project	3	Junior, senior
	C4ISR Project	3	Junior, senior

3. Stage: There are four stages for different requirements and capabilities.

#	Stage	Requirement & Suggestion	Related Courses
1	Fundamentals	ü Have security awareness ü Can identify security threat ü Can handle security incidents	Three required subjects and one of the national defense electives
2	Software / Web Development	ü Write secure code for software ü Write secure code for web	ü Software Security ü Practical Security of Digital Content ü One of four cybersecurity Capstones
3	System / Network / Web Management	ü Can harden the server ü Can harden the network ü Can perform vulnerability assessment	ü Network Defense ü Virtualization and Cyber Security ü Web Security and Penetration Testing ü Vulnerability Assessment
4	Red Team / Forensics Team	ü Ability of penetration testing ü Can perform malware analysis	ü Web Security and Penetration Testing ü Digital Forensics ü Assembly and Reverse Engineering

“Computer Network Technologies and Practices” Course Roadmap (Draft)

1. Goal: Enable the students to apply their knowledge and skills in the field of computer network or wireless communication in order to find practical solutions to any problems in this field and to be able to make appropriate decisions in the field of work and for nurturing outstanding talents.

2. Courses: We offer 13 required/elective subjects for sophomore to senior students

Type	Course	Credit	Grade	Note
Network engineering - fundamental technologies	Computer Networks	3	Sophomore	At least four courses or 12 credits per program. Required subject: Computer networks, Network and technology and practice I
	Network Technology and Practice I	3	Sophomore
	Network Technology and Practice II	3	Junior
	Data Communication	3	Junior
	Network Programming	3	Junior
	Wireless Communication and Network	3	Junior
	Operating System Practice	3	Junior
	Network Communication Protocol, Simulation, and Design	3	Senior
	Network Management	3	Senior
	IoT Technology and Application	3	Senior
	Mobile Computing	3	Senior
Network engineering -practices	Information System Project	3	Junior, senior	Students must take at least one course per program.
Network engineering -practices	Database System Project	3	Junior, senior	Students must take at least one course per program.

3. Stage: There are four stages according to different requirements and capabilities.

#	Stage	Requirement & Suggestion
1	Communication network principle, TCP/IP protocol, defense-related science and technology and ethical and legal issues related to information technologies.	An ability to identify and solve technical related problems of network communication.
2	This phase will help with the cultivation of computer systems technology and programming. ü Computer Network and Linux System Administration ü Network Packet Sniffer and Analysis ü Linux Advanced Network Management ü Linux Server Installation and Management ü Linux BASH Shell Programming ü Linux Socket Programming	An ability to network planning, design and management. An ability to create accurate network diagrams and documentation for design and planning network communication systems.
3	Network devices management and troubleshooting. ü Manage Routers & Switches‎ ü Planning and maintaining subnetworks and local area network troubleshooting	An ability to network devices management and troubleshooting. Ability to Network Engineer qualifications/skills
4	Practical application, application scenarios, next generation network integration. ü Virtualization technology, Linux Docker installation ü Hadoop public cloud ü Defense-related science and technology	An ability to Wide Area Network, wired, and wireless networks system integration.

(二) University Department

(三) Master Classes

(四) PhD Classes

資訊工程學系