Nov 08, 2024

2024-2025 Undergraduate Catalogue

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2024-2025 Undergraduate Catalogue

Intelligent Systems Engineering, B.S.

Dr. Clayton Ferner

The program in Intelligent System Engineering is a 4-year interdisciplinary program involving both the engineering and the computing domain. In addition to the successful completion of university studies requirements for UNCW, the B.S. curriculum requires math and science foundations, engineering core courses and an area of concentration. The concentration areas include: 1. Machine Learning and Artificial Intelligence, 2. Cybersecurity, and 3. Cyber-physical Systems (smart networked systems with embedded sensors and actuators that are designed to interact with the real-world and support real-time, guaranteed performance in safety-critical applications).

The program is supported by computer science and engineering faculty with strengths in machine learning, artificial intelligence, data science, cybersecurity, and cyber-physical systems, robotics, and Internet of Things. Program goals for student learning outcomes include:

i) ensure a thorough preparation in the fundamentals of science and engineering,
ii) provide a foundation for the planning, design, construction, and operation of hardware/software-based projects.
iii) a broad engineering education necessary to understand the impact of artificial intelligence and hardware/software solutions in a global, economic, environmental, and societal context,
iv) develop the ability to communicate complex engineering solutions effectively, and
v) understand professional and ethical responsibility.

Requirements for the B.S. in Intelligent Systems Engineering

Oral Communication Requirement

To satisfy the oral communication requirement for the B.S. degree in Intelligent Systems Engineering, a student must successfully complete the following:

ISE 461 - Capstone Project I Credit Hours: 3

Core Requirements: (73 Hours):

Required courses:

CSC 112 - Introduction to Computer Programming Credit Hours: 3
EGN 101 - Introduction to Engineering Credit Hours: 2
ISE 102 - Introduction to Intelligent Systems Engineering Credit Hours: 4
ISE 221 - Intelligent Systems I Credit Hours: 3
ISE 240 - Circuits and Electronics Credit Hours: 4
ISE 250 - Embedded Systems Credit Hours: 3
ISE 251 - Intelligent Systems II Credit Hours: 3
ISE 333 - Signals, Systems, and Control Credit Hours: 3
ISE 340 - Systems Software Credit Hours: 3
ISE 350 - Principles of Cyber-Physical Systems Credit Hours: 3
ISE 360 - Introduction to Robotics Credit Hours: 3
ISE 410 - Human-Centered Design and Engineering Credit Hours: 3
ISE 411 - Fundamentals of Internet of Things Credit Hours: 3
ISE 461 - Capstone Project I Credit Hours: 3
ISE 462 - Capstone Project II Credit Hours: 3
ISE 495 - Seminar in Intelligent Systems Engineering Credit Hours: 1
MAT 161 - Calculus with Analytical Geometry I Credit Hours: 4
MAT 162 - Calculus with Analytical Geometry II Credit Hours: 4
MAT 261 - Multivariate Calculus Credit Hours: 4
MAT 361 - Differential Equations Credit Hours: 3
PHY 201 - General Physics I Credit Hours: 4
PHY 202 - General Physics II Credit Hours: 4
STT 315 - Probability and Statistics Credit Hours: 3

Artificial Intelligence Concentration (12 hours):

Required courses:

CSC 322 - Data & Machine Learning Credit Hours: 3
CSC 432 - Deep Machine Learning Credit Hours: 3

Electives (6 hours):

Choose 6 hours of electives from the following courses:

CSC 433 - Natural Language Processing Credit Hours: 3
CSC 452 - Computer Vision Credit Hours: 3
CSC 472 - Generative Deep Learning Credit Hours: 3
ISE 491 - Directed Individual Study Credit Hours: 1 To 3

Cybersecurity Concentration (12 hours):

Required courses:

CYBR 251 - Secure Programming Foundations Credit Hours: 3
CYBR 343 - Systems Security Credit Hours: 3

Electives (6 hours):

Choose 6 hours of electives from the following courses:

CSC 464 - Advanced Cryptography and Cryptanalysis Credit Hours: 3
CSC 466 - Malware Analysis Credit Hours: 3
CSC 468 - Reverse Engineering Credit Hours: 3
CYBR 358 - Cyber Operations Credit Hours: 3
ISE 491 - Directed Individual Study Credit Hours: 1 To 3
ISE 444 - Wireless Sensor Networks Credit Hours: 3

Cyber-Physical Systems Concentration (12 hours):

Required courses:

CYBR 343 - Systems Security Credit Hours: 3
CYBR 354 - Computer and Mobile Forensics Credit Hours: 3

Electives (6 hours):

Choose 6 hours of electives from the following courses:

CSC 470 - Hardware Security Credit Hours: 3
ISE 335 - Digital Signal Processing Credit Hours: 3
ISE 444 - Wireless Sensor Networks Credit Hours: 3
ISE 491 - Directed Individual Study Credit Hours: 1 To 3

Total hours: 85 hours