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010766 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | INTR | INTR (AIS) | SYSH | RPG | PG | INTR | 5200 | Emerging Mobility and Multimodal Freight Systems | 3 | 3 | [3-0-0:3] | [3-0-0:3] | Intelligent Transportation Systems (ITS) apply a variety of technologies to monitor, evaluate, and manage transportation systems to enhance their efficiency, safety, and sustainability. This postgraduate-level course introduces the basic functional components in ITS and how they are designed and operated to manage mult... | [] | [
{
"description": "Have an overview of the basic components, their functionalities, and applications of intelligent transportation systems (ITS)."
},
{
"description": "Understand the increasing significance of ITS and emerging technologies in transportation planning and management."
},
{
"descrip... | 2026-04-02T20:57:19.058000Z | ACTIVE | |||||||||
100874 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3302 | Artificial Intelligence for Software Engineering | 4 | 4 | [4 Credit(s)] | This course first introduces key concepts and core activities in Software Engineering, including requirements engineering, software development, validation, and maintenance. It then examines recent advances in Artificial Intelligence that support and enhance these fundamental software engineering activities, highlighti... | AIAA 2205 | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100875 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3800 | Human-Centered Artificial Intelligence | 3 | 3 | [3 Credit(s)] | This course focuses on human-centered AI techniques that include three main topics: AI for understanding human, human-AI interaction, and human-AI coexistence. On the first topic, this course will introduce AI methods for human visual attention modeling, human body movement modeling, human emotion modeling, human activ... | AIAA 2205 AND AIAA 2711 | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100877 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4435 | Interactive AI Systems: Design & Implementation | 3 | 3 | [3 Credit(s)] | This course explores the integration of human-computer interaction (HCI) research with advanced artificial intelligence systems to design next-generation interactive experiences. Students will learn to develop immersive 3D environments (Unity/VR/Metaverse) while embedding AI-driven capabilities—such as LLM for adaptive... | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | ||||||||||
100407 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 2020 | Mathematical Methods in Physics | 3 | 3 | [3 Credit(s)] | This course covers the fundamental mathematical physics methods essential for advanced studies in materials science and engineering. It covers core topics including complex analysis (functions, integrals, series, residue theorem), integral transforms (Fourier and Laplace), ordinary and partial differential equations, s... | (UFUG 1103 or 1106) AND (UFUG 1502 or 1504) | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100873 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3301 | Introduction to Artificial Intelligence of Things | 3 | 3 | [3 Credit(s)] | This course introduces basic concepts, technologies, and applications of Artificial Intelligence of Things (AIoT). It features fundamental knowledge on modern sensor technologies in terms of hardware, software, and applications, covering topics such as digital signal processing, visual/inertial/acoustic sensing, wirele... | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | ||||||||||
100876 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4313 | Frontier Topics in AI Security and Privacy | 3 | 3 | [3 Credit(s)] | This course introduces trending AI security and privacy problems and provides concrete examples of real-world applications. It dissects the AI/ML pipelines and common ecosystems, and investigates how each component in the pipeline could cause unique security and privacy issues, causing financial and even safety damage ... | AIAA2205 OR AIAA2211 OR AIAA3201 OR AIAA3225 | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100878 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 3000 | Special Topics in Materials Science and Engineering | 1 | 4 | [1-4 Credit(s)] | Selected topics in Materials Science and Engineering that focus on emerging areas of current interest and are not covered by existing courses. May be repeated for credit if different topics are covered. | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | ||||||||||
100879 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4360 | Computer Vision for Robotic Systems | 3 | 3 | [3 Credit(s)] | This course provides an in-depth exploration of computer vision techniques and their applications in robotic systems. Students will learn the fundamental concepts of image processing, feature extraction, and machine learning as they relate to the interpretation of visual data. The curriculum covers a range of topics in... | UFUG 1601 AND (UFUG 2102 OR UFUG 2103) | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100880 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4400 | Linear Systems | 3 | 3 | [3 Credit(s)] | This course succeeds in the more basic control course of System Modeling, Analysis and Control, and introduces fundamentals of modern control theory for linear systems, with potential applications to robotics, autonomous systems, and other related fields. Topics covered in this course include basic concepts of linear c... | ROAS 3700 | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100881 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4600 | Systems Engineering | 3 | 3 | [3 Credit(s)] | An introduction to the hard and soft skills that are required of good systems engineers. Lectures follow the competency models for systems engineers and include topics such as systems thinking, needs identification, requirements formulation, architecture definition, technical management, design integration, as well as ... | ROAS 2100 | [] | [] | 2026-04-07T21:06:05.870000Z | ACTIVE | |||||||||
100875 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3800 | Human-Centered Artificial Intelligence | 3 | 3 | [3 Credit(s)] | This course focuses on human-centered AI techniques that include three main topics: AI for understanding human, human-AI interaction, and human-AI coexistence. On the first topic, this course will introduce AI methods for human visual attention modeling, human body movement modeling, human emotion modeling, human activ... | AIAA 2205 AND AIAA 2711 | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100878 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 3000 | Special Topics in Materials Science and Engineering | 1 | 4 | [1-4 Credit(s)] | Selected topics in Materials Science and Engineering that focus on emerging areas of current interest and are not covered by existing courses. May be repeated for credit if different topics are covered. | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | ||||||||||
100879 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4360 | Computer Vision for Robotic Systems | 3 | 3 | [3 Credit(s)] | This course provides an in-depth exploration of computer vision techniques and their applications in robotic systems. Students will learn the fundamental concepts of image processing, feature extraction, and machine learning as they relate to the interpretation of visual data. The curriculum covers a range of topics in... | UFUG 1601 AND (UFUG 2102 OR UFUG 2103) | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100873 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3301 | Introduction to Artificial Intelligence of Things | 3 | 3 | [3 Credit(s)] | This course introduces basic concepts, technologies, and applications of Artificial Intelligence of Things (AIoT). It features fundamental knowledge on modern sensor technologies in terms of hardware, software, and applications, covering topics such as digital signal processing, visual/inertial/acoustic sensing, wirele... | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | ||||||||||
100874 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3302 | Artificial Intelligence for Software Engineering | 4 | 4 | [4 Credit(s)] | This course first introduces key concepts and core activities in Software Engineering, including requirements engineering, software development, validation, and maintenance. It then examines recent advances in Artificial Intelligence that support and enhance these fundamental software engineering activities, highlighti... | AIAA 2205 | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100876 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4313 | Frontier Topics in AI Security and Privacy | 3 | 3 | [3 Credit(s)] | This course introduces trending AI security and privacy problems and provides concrete examples of real-world applications. It dissects the AI/ML pipelines and common ecosystems, and investigates how each component in the pipeline could cause unique security and privacy issues, causing financial and even safety damage ... | AIAA2205 OR AIAA2211 OR AIAA3201 OR AIAA3225 | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100880 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4400 | Linear Systems | 3 | 3 | [3 Credit(s)] | This course succeeds in the more basic control course of System Modeling, Analysis and Control, and introduces fundamentals of modern control theory for linear systems, with potential applications to robotics, autonomous systems, and other related fields. Topics covered in this course include basic concepts of linear c... | ROAS 3700 | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100881 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4600 | Systems Engineering | 3 | 3 | [3 Credit(s)] | An introduction to the hard and soft skills that are required of good systems engineers. Lectures follow the competency models for systems engineers and include topics such as systems thinking, needs identification, requirements formulation, architecture definition, technical management, design integration, as well as ... | ROAS 2100 | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100877 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4435 | Interactive AI Systems: Design & Implementation | 3 | 3 | [3 Credit(s)] | This course explores the integration of human-computer interaction (HCI) research with advanced artificial intelligence systems to design next-generation interactive experiences. Students will learn to develop immersive 3D environments (Unity/VR/Metaverse) while embedding AI-driven capabilities—such as LLM for adaptive... | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | ||||||||||
100407 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 2020 | Mathematical Methods in Physics | 3 | 3 | [3 Credit(s)] | This course covers the fundamental mathematical physics methods essential for advanced studies in materials science and engineering. It covers core topics including complex analysis (functions, integrals, series, residue theorem), integral transforms (Fourier and Laplace), ordinary and partial differential equations, s... | (UFUG 1103 or 1106) AND (UFUG 1502 or 1504) | [] | [] | 2026-04-07T21:06:06.330000Z | ACTIVE | |||||||||
100873 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3301 | Introduction to Artificial Intelligence of Things | 3 | 3 | [3 Credit(s)] | This course introduces basic concepts, technologies, and applications of Artificial Intelligence of Things (AIoT). It features fundamental knowledge on modern sensor technologies in terms of hardware, software, and applications, covering topics such as digital signal processing, visual/inertial/acoustic sensing, wirele... | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | ||||||||||
100877 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4435 | Interactive AI Systems: Design & Implementation | 3 | 3 | [3 Credit(s)] | This course explores the integration of human-computer interaction (HCI) research with advanced artificial intelligence systems to design next-generation interactive experiences. Students will learn to develop immersive 3D environments (Unity/VR/Metaverse) while embedding AI-driven capabilities—such as LLM for adaptive... | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | ||||||||||
100407 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 2020 | Mathematical Methods in Physics | 3 | 3 | [3 Credit(s)] | This course covers the fundamental mathematical physics methods essential for advanced studies in materials science and engineering. It covers core topics including complex analysis (functions, integrals, series, residue theorem), integral transforms (Fourier and Laplace), ordinary and partial differential equations, s... | (UFUG 1103 or 1106) AND (UFUG 1502 or 1504) | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100878 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 3000 | Special Topics in Materials Science and Engineering | 1 | 4 | [1-4 Credit(s)] | Selected topics in Materials Science and Engineering that focus on emerging areas of current interest and are not covered by existing courses. May be repeated for credit if different topics are covered. | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | ||||||||||
100880 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4400 | Linear Systems | 3 | 3 | [3 Credit(s)] | This course succeeds in the more basic control course of System Modeling, Analysis and Control, and introduces fundamentals of modern control theory for linear systems, with potential applications to robotics, autonomous systems, and other related fields. Topics covered in this course include basic concepts of linear c... | ROAS 3700 | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100874 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3302 | Artificial Intelligence for Software Engineering | 4 | 4 | [4 Credit(s)] | This course first introduces key concepts and core activities in Software Engineering, including requirements engineering, software development, validation, and maintenance. It then examines recent advances in Artificial Intelligence that support and enhance these fundamental software engineering activities, highlighti... | AIAA 2205 | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100879 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4360 | Computer Vision for Robotic Systems | 3 | 3 | [3 Credit(s)] | This course provides an in-depth exploration of computer vision techniques and their applications in robotic systems. Students will learn the fundamental concepts of image processing, feature extraction, and machine learning as they relate to the interpretation of visual data. The curriculum covers a range of topics in... | UFUG 1601 AND (UFUG 2102 OR UFUG 2103) | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100875 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3800 | Human-Centered Artificial Intelligence | 3 | 3 | [3 Credit(s)] | This course focuses on human-centered AI techniques that include three main topics: AI for understanding human, human-AI interaction, and human-AI coexistence. On the first topic, this course will introduce AI methods for human visual attention modeling, human body movement modeling, human emotion modeling, human activ... | AIAA 2205 AND AIAA 2711 | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100876 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4313 | Frontier Topics in AI Security and Privacy | 3 | 3 | [3 Credit(s)] | This course introduces trending AI security and privacy problems and provides concrete examples of real-world applications. It dissects the AI/ML pipelines and common ecosystems, and investigates how each component in the pipeline could cause unique security and privacy issues, causing financial and even safety damage ... | AIAA2205 OR AIAA2211 OR AIAA3201 OR AIAA3225 | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100881 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4600 | Systems Engineering | 3 | 3 | [3 Credit(s)] | An introduction to the hard and soft skills that are required of good systems engineers. Lectures follow the competency models for systems engineers and include topics such as systems thinking, needs identification, requirements formulation, architecture definition, technical management, design integration, as well as ... | ROAS 2100 | [] | [] | 2026-04-07T21:06:06.806000Z | ACTIVE | |||||||||
100877 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4435 | Interactive AI Systems: Design & Implementation | 3 | 3 | [3 Credit(s)] | This course explores the integration of human-computer interaction (HCI) research with advanced artificial intelligence systems to design next-generation interactive experiences. Students will learn to develop immersive 3D environments (Unity/VR/Metaverse) while embedding AI-driven capabilities—such as LLM for adaptive... | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | ||||||||||
100407 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 2020 | Mathematical Methods in Physics | 3 | 3 | [3 Credit(s)] | This course covers the fundamental mathematical physics methods essential for advanced studies in materials science and engineering. It covers core topics including complex analysis (functions, integrals, series, residue theorem), integral transforms (Fourier and Laplace), ordinary and partial differential equations, s... | (UFUG 1103 or 1106) AND (UFUG 1502 or 1504) | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100880 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4400 | Linear Systems | 3 | 3 | [3 Credit(s)] | This course succeeds in the more basic control course of System Modeling, Analysis and Control, and introduces fundamentals of modern control theory for linear systems, with potential applications to robotics, autonomous systems, and other related fields. Topics covered in this course include basic concepts of linear c... | ROAS 3700 | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100874 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3302 | Artificial Intelligence for Software Engineering | 4 | 4 | [4 Credit(s)] | This course first introduces key concepts and core activities in Software Engineering, including requirements engineering, software development, validation, and maintenance. It then examines recent advances in Artificial Intelligence that support and enhance these fundamental software engineering activities, highlighti... | AIAA 2205 | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100875 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3800 | Human-Centered Artificial Intelligence | 3 | 3 | [3 Credit(s)] | This course focuses on human-centered AI techniques that include three main topics: AI for understanding human, human-AI interaction, and human-AI coexistence. On the first topic, this course will introduce AI methods for human visual attention modeling, human body movement modeling, human emotion modeling, human activ... | AIAA 2205 AND AIAA 2711 | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100878 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 3000 | Special Topics in Materials Science and Engineering | 1 | 4 | [1-4 Credit(s)] | Selected topics in Materials Science and Engineering that focus on emerging areas of current interest and are not covered by existing courses. May be repeated for credit if different topics are covered. | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | ||||||||||
100881 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4600 | Systems Engineering | 3 | 3 | [3 Credit(s)] | An introduction to the hard and soft skills that are required of good systems engineers. Lectures follow the competency models for systems engineers and include topics such as systems thinking, needs identification, requirements formulation, architecture definition, technical management, design integration, as well as ... | ROAS 2100 | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100873 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3301 | Introduction to Artificial Intelligence of Things | 3 | 3 | [3 Credit(s)] | This course introduces basic concepts, technologies, and applications of Artificial Intelligence of Things (AIoT). It features fundamental knowledge on modern sensor technologies in terms of hardware, software, and applications, covering topics such as digital signal processing, visual/inertial/acoustic sensing, wirele... | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | ||||||||||
100876 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4313 | Frontier Topics in AI Security and Privacy | 3 | 3 | [3 Credit(s)] | This course introduces trending AI security and privacy problems and provides concrete examples of real-world applications. It dissects the AI/ML pipelines and common ecosystems, and investigates how each component in the pipeline could cause unique security and privacy issues, causing financial and even safety damage ... | AIAA2205 OR AIAA2211 OR AIAA3201 OR AIAA3225 | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100879 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4360 | Computer Vision for Robotic Systems | 3 | 3 | [3 Credit(s)] | This course provides an in-depth exploration of computer vision techniques and their applications in robotic systems. Students will learn the fundamental concepts of image processing, feature extraction, and machine learning as they relate to the interpretation of visual data. The curriculum covers a range of topics in... | UFUG 1601 AND (UFUG 2102 OR UFUG 2103) | [] | [] | 2026-04-07T21:06:07.350000Z | ACTIVE | |||||||||
100875 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3800 | Human-Centered Artificial Intelligence | 3 | 3 | [3 Credit(s)] | This course focuses on human-centered AI techniques that include three main topics: AI for understanding human, human-AI interaction, and human-AI coexistence. On the first topic, this course will introduce AI methods for human visual attention modeling, human body movement modeling, human emotion modeling, human activ... | AIAA 2205 AND AIAA 2711 | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100880 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4400 | Linear Systems | 3 | 3 | [3 Credit(s)] | This course succeeds in the more basic control course of System Modeling, Analysis and Control, and introduces fundamentals of modern control theory for linear systems, with potential applications to robotics, autonomous systems, and other related fields. Topics covered in this course include basic concepts of linear c... | ROAS 3700 | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100873 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3301 | Introduction to Artificial Intelligence of Things | 3 | 3 | [3 Credit(s)] | This course introduces basic concepts, technologies, and applications of Artificial Intelligence of Things (AIoT). It features fundamental knowledge on modern sensor technologies in terms of hardware, software, and applications, covering topics such as digital signal processing, visual/inertial/acoustic sensing, wirele... | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | ||||||||||
100407 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 2020 | Mathematical Methods in Physics | 3 | 3 | [3 Credit(s)] | This course covers the fundamental mathematical physics methods essential for advanced studies in materials science and engineering. It covers core topics including complex analysis (functions, integrals, series, residue theorem), integral transforms (Fourier and Laplace), ordinary and partial differential equations, s... | (UFUG 1103 or 1106) AND (UFUG 1502 or 1504) | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100881 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4600 | Systems Engineering | 3 | 3 | [3 Credit(s)] | An introduction to the hard and soft skills that are required of good systems engineers. Lectures follow the competency models for systems engineers and include topics such as systems thinking, needs identification, requirements formulation, architecture definition, technical management, design integration, as well as ... | ROAS 2100 | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100877 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4435 | Interactive AI Systems: Design & Implementation | 3 | 3 | [3 Credit(s)] | This course explores the integration of human-computer interaction (HCI) research with advanced artificial intelligence systems to design next-generation interactive experiences. Students will learn to develop immersive 3D environments (Unity/VR/Metaverse) while embedding AI-driven capabilities—such as LLM for adaptive... | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | ||||||||||
100879 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4360 | Computer Vision for Robotic Systems | 3 | 3 | [3 Credit(s)] | This course provides an in-depth exploration of computer vision techniques and their applications in robotic systems. Students will learn the fundamental concepts of image processing, feature extraction, and machine learning as they relate to the interpretation of visual data. The curriculum covers a range of topics in... | UFUG 1601 AND (UFUG 2102 OR UFUG 2103) | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100874 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 3302 | Artificial Intelligence for Software Engineering | 4 | 4 | [4 Credit(s)] | This course first introduces key concepts and core activities in Software Engineering, including requirements engineering, software development, validation, and maintenance. It then examines recent advances in Artificial Intelligence that support and enhance these fundamental software engineering activities, highlighti... | AIAA 2205 | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100876 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4313 | Frontier Topics in AI Security and Privacy | 3 | 3 | [3 Credit(s)] | This course introduces trending AI security and privacy problems and provides concrete examples of real-world applications. It dissects the AI/ML pipelines and common ecosystems, and investigates how each component in the pipeline could cause unique security and privacy issues, causing financial and even safety damage ... | AIAA2205 OR AIAA2211 OR AIAA3201 OR AIAA3225 | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | |||||||||
100878 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AMAT | AMAT (AIS) | FUNH | UGRD | UG | AMAT | 3000 | Special Topics in Materials Science and Engineering | 1 | 4 | [1-4 Credit(s)] | Selected topics in Materials Science and Engineering that focus on emerging areas of current interest and are not covered by existing courses. May be repeated for credit if different topics are covered. | [] | [] | 2026-04-07T21:06:07.819000Z | ACTIVE | ||||||||||
100255 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | DSA | DSA (AIS) | INFH | UGRD | UG | DSAA | 2088 | Mathematics for Data Science | 3 | 3 | [0-0-0:0] | [0-0-0:0] | Topics include: advanced linear algebra, advanced geometry (e.g., manifold), vector calculus, advanced mathematics models (regression, latent-variable model) etc.. Also includes topics related to discrete mathematics (e.g., enumeration techniques, basic number theory, logic and proofs, recursion and recurrences, probab... | (DSAA 2011 OR DSAA 2012 OR AIAA 3111) AND UFUG 2103 AND UFUG 2104 | AIAA 2711 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | |||||||
100667 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4051 | Natural Language Processing | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques wi... | UFUG 2601 OR UFUG 2602 | DSAA 3051 | COMP 4221 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | ||||||
100600 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | The course presents a detailed study of basic topics in microeconomics and macroeconomics with a special emphasis on using a rigorous analytical and mathematical approach. The topics in microeconomics include demand theory, uncertainty, asymmetric information, general equilibrium, welfare economics, externality, and pu... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | ||||||||
100882 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4800 | Intelligent Computing for Interactive System Design | 3 | 3 | [3 Credit(s)] | This course will provide an introductory and comprehensive review on the design of novel interaction systems, involving gestures, speech, text, touch, brain-controlled interaction and other innovative and emerging human-computer interfaces (HCIs). This course will cover a wide range of interaction-related topics, inclu... | UFUG 1102 OR UFUG 1105 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | |||||||||
100242 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | UFUG 1103 OR UFUG 1106 | DSAA 2088 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | |||||||
100663 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4220 | Embodied AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course introduces the fundamentals of embodied AI. Students will explore key principles and algorithms to build modern autonomous embodied AI systems. Key topics include machine perception, planning and decision-making algorithms. Through this course, students will learn and practice the foundational principles, t... | (UFUG1103 OR UFUG1106) AND UFUG2104 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | ||||||||
100883 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4860 | Multi-agent Systems | 3 | 3 | [3 Credit(s)] | This course provides the basic theoretical knowledge about multi-agent systems (MAS). including what a MAS is, what agents are, and what are the disadvantages and advantages of such a system in different types of applications. The course will present some background knowledge in distributed problem solving (e.g., const... | ROAS 3700 | [] | [] | 2026-04-08T21:04:35.516000Z | ACTIVE | |||||||||
100667 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4051 | Natural Language Processing | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques wi... | UFUG 2601 OR UFUG 2602 | DSAA 3051 | COMP 4221 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | ||||||
100255 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | DSA | DSA (AIS) | INFH | UGRD | UG | DSAA | 2088 | Mathematics for Data Science | 3 | 3 | [0-0-0:0] | [0-0-0:0] | Topics include: advanced linear algebra, advanced geometry (e.g., manifold), vector calculus, advanced mathematics models (regression, latent-variable model) etc.. Also includes topics related to discrete mathematics (e.g., enumeration techniques, basic number theory, logic and proofs, recursion and recurrences, probab... | (DSAA 2011 OR DSAA 2012 OR AIAA 3111) AND UFUG 2103 AND UFUG 2104 | AIAA 2711 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | |||||||
100883 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4860 | Multi-agent Systems | 3 | 3 | [3 Credit(s)] | This course provides the basic theoretical knowledge about multi-agent systems (MAS). including what a MAS is, what agents are, and what are the disadvantages and advantages of such a system in different types of applications. The course will present some background knowledge in distributed problem solving (e.g., const... | ROAS 3700 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | |||||||||
100242 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | UFUG 1103 OR UFUG 1106 | DSAA 2088 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | |||||||
100663 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4220 | Embodied AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course introduces the fundamentals of embodied AI. Students will explore key principles and algorithms to build modern autonomous embodied AI systems. Key topics include machine perception, planning and decision-making algorithms. Through this course, students will learn and practice the foundational principles, t... | (UFUG1103 OR UFUG1106) AND UFUG2104 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | ||||||||
100600 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | The course presents a detailed study of basic topics in microeconomics and macroeconomics with a special emphasis on using a rigorous analytical and mathematical approach. The topics in microeconomics include demand theory, uncertainty, asymmetric information, general equilibrium, welfare economics, externality, and pu... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | ||||||||
100882 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4800 | Intelligent Computing for Interactive System Design | 3 | 3 | [3 Credit(s)] | This course will provide an introductory and comprehensive review on the design of novel interaction systems, involving gestures, speech, text, touch, brain-controlled interaction and other innovative and emerging human-computer interfaces (HCIs). This course will cover a wide range of interaction-related topics, inclu... | UFUG 1102 OR UFUG 1105 | [] | [] | 2026-04-08T21:04:36.044000Z | ACTIVE | |||||||||
100667 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4051 | Natural Language Processing | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques wi... | UFUG 2601 OR UFUG 2602 | DSAA 3051 | COMP 4221 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | ||||||
100255 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | DSA | DSA (AIS) | INFH | UGRD | UG | DSAA | 2088 | Mathematics for Data Science | 3 | 3 | [0-0-0:0] | [0-0-0:0] | Topics include: advanced linear algebra, advanced geometry (e.g., manifold), vector calculus, advanced mathematics models (regression, latent-variable model) etc.. Also includes topics related to discrete mathematics (e.g., enumeration techniques, basic number theory, logic and proofs, recursion and recurrences, probab... | (DSAA 2011 OR DSAA 2012 OR AIAA 3111) AND UFUG 2103 AND UFUG 2104 | AIAA 2711 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | |||||||
100600 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | The course presents a detailed study of basic topics in microeconomics and macroeconomics with a special emphasis on using a rigorous analytical and mathematical approach. The topics in microeconomics include demand theory, uncertainty, asymmetric information, general equilibrium, welfare economics, externality, and pu... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | ||||||||
100663 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4220 | Embodied AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course introduces the fundamentals of embodied AI. Students will explore key principles and algorithms to build modern autonomous embodied AI systems. Key topics include machine perception, planning and decision-making algorithms. Through this course, students will learn and practice the foundational principles, t... | (UFUG1103 OR UFUG1106) AND UFUG2104 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | ||||||||
100882 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4800 | Intelligent Computing for Interactive System Design | 3 | 3 | [3 Credit(s)] | This course will provide an introductory and comprehensive review on the design of novel interaction systems, involving gestures, speech, text, touch, brain-controlled interaction and other innovative and emerging human-computer interfaces (HCIs). This course will cover a wide range of interaction-related topics, inclu... | UFUG 1102 OR UFUG 1105 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | |||||||||
100242 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | UFUG 1103 OR UFUG 1106 | DSAA 2088 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | |||||||
100883 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4860 | Multi-agent Systems | 3 | 3 | [3 Credit(s)] | This course provides the basic theoretical knowledge about multi-agent systems (MAS). including what a MAS is, what agents are, and what are the disadvantages and advantages of such a system in different types of applications. The course will present some background knowledge in distributed problem solving (e.g., const... | ROAS 3700 | [] | [] | 2026-04-08T21:04:36.531000Z | ACTIVE | |||||||||
100663 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4220 | Embodied AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course introduces the fundamentals of embodied AI. Students will explore key principles and algorithms to build modern autonomous embodied AI systems. Key topics include machine perception, planning and decision-making algorithms. Through this course, students will learn and practice the foundational principles, t... | (UFUG1103 OR UFUG1106) AND UFUG2104 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | ||||||||
100882 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4800 | Intelligent Computing for Interactive System Design | 3 | 3 | [3 Credit(s)] | This course will provide an introductory and comprehensive review on the design of novel interaction systems, involving gestures, speech, text, touch, brain-controlled interaction and other innovative and emerging human-computer interfaces (HCIs). This course will cover a wide range of interaction-related topics, inclu... | UFUG 1102 OR UFUG 1105 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | |||||||||
100667 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4051 | Natural Language Processing | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques wi... | UFUG 2601 OR UFUG 2602 | DSAA 3051 | COMP 4221 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | ||||||
100255 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | DSA | DSA (AIS) | INFH | UGRD | UG | DSAA | 2088 | Mathematics for Data Science | 3 | 3 | [0-0-0:0] | [0-0-0:0] | Topics include: advanced linear algebra, advanced geometry (e.g., manifold), vector calculus, advanced mathematics models (regression, latent-variable model) etc.. Also includes topics related to discrete mathematics (e.g., enumeration techniques, basic number theory, logic and proofs, recursion and recurrences, probab... | (DSAA 2011 OR DSAA 2012 OR AIAA 3111) AND UFUG 2103 AND UFUG 2104 | AIAA 2711 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | |||||||
100883 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4860 | Multi-agent Systems | 3 | 3 | [3 Credit(s)] | This course provides the basic theoretical knowledge about multi-agent systems (MAS). including what a MAS is, what agents are, and what are the disadvantages and advantages of such a system in different types of applications. The course will present some background knowledge in distributed problem solving (e.g., const... | ROAS 3700 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | |||||||||
100600 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | The course presents a detailed study of basic topics in microeconomics and macroeconomics with a special emphasis on using a rigorous analytical and mathematical approach. The topics in microeconomics include demand theory, uncertainty, asymmetric information, general equilibrium, welfare economics, externality, and pu... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | ||||||||
100242 | 106 | 2630 | 2026-27 Spring | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | UFUG 1103 OR UFUG 1106 | DSAA 2088 | [] | [] | 2026-04-08T21:04:37.019000Z | ACTIVE | |||||||
100667 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4051 | Natural Language Processing | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course provides a comprehensive journey into Natural Language Processing, first establishing the essential computational fundamentals of words, syntax, and semantics, and then advancing to the modern architectures that define the LLM era, such as transformers and GPT. You will learn to bridge classic techniques wi... | UFUG 2601 OR UFUG 2602 | DSAA 3051 | COMP 4221 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | ||||||
100663 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 4220 | Embodied AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course introduces the fundamentals of embodied AI. Students will explore key principles and algorithms to build modern autonomous embodied AI systems. Key topics include machine perception, planning and decision-making algorithms. Through this course, students will learn and practice the foundational principles, t... | (UFUG1103 OR UFUG1106) AND UFUG2104 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | ||||||||
100882 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4800 | Intelligent Computing for Interactive System Design | 3 | 3 | [3 Credit(s)] | This course will provide an introductory and comprehensive review on the design of novel interaction systems, involving gestures, speech, text, touch, brain-controlled interaction and other innovative and emerging human-computer interfaces (HCIs). This course will cover a wide range of interaction-related topics, inclu... | UFUG 1102 OR UFUG 1105 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | |||||||||
100883 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | ROAS | ROAS (AIS) | SYSH | UGRD | UG | ROAS | 4860 | Multi-agent Systems | 3 | 3 | [3 Credit(s)] | This course provides the basic theoretical knowledge about multi-agent systems (MAS). including what a MAS is, what agents are, and what are the disadvantages and advantages of such a system in different types of applications. The course will present some background knowledge in distributed problem solving (e.g., const... | ROAS 3700 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | |||||||||
100242 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | UFUG 1103 OR UFUG 1106 | DSAA 2088 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | |||||||
100600 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | The course presents a detailed study of basic topics in microeconomics and macroeconomics with a special emphasis on using a rigorous analytical and mathematical approach. The topics in microeconomics include demand theory, uncertainty, asymmetric information, general equilibrium, welfare economics, externality, and pu... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | ||||||||
100255 | 107 | 2640 | 2026-27 Summer | 2026-27 | GZ | GZ Campus | GZ | DSA | DSA (AIS) | INFH | UGRD | UG | DSAA | 2088 | Mathematics for Data Science | 3 | 3 | [0-0-0:0] | [0-0-0:0] | Topics include: advanced linear algebra, advanced geometry (e.g., manifold), vector calculus, advanced mathematics models (regression, latent-variable model) etc.. Also includes topics related to discrete mathematics (e.g., enumeration techniques, basic number theory, logic and proofs, recursion and recurrences, probab... | (DSAA 2011 OR DSAA 2012 OR AIAA 3111) AND UFUG 2103 AND UFUG 2104 | AIAA 2711 | [] | [] | 2026-04-08T21:04:37.511000Z | ACTIVE | |||||||
100242 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [3 Credit(s)] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | (UFUG 1103 OR UFUG 1106) AND (UFUG 2102 OR UFUG 2103) | DSAA 2088 | [] | [] | 2026-04-09T21:06:26.812000Z | ACTIVE | ||||||||
100299 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 2103 | Linear Algebra | 3 | 3 | [3 Credit(s)] | Linear algebra is central to almost all areas of mathematics and is also used in most sciences and fields of engineering. This course provides a comprehensive introduction to topics of linear algebra studies, including linear systems, vector spaces, matrices, linear mappings and matrix forms, inner products, orthogonal... | UFUG 2102 | [] | [] | 2026-04-09T21:06:26.812000Z | ACTIVE | ||||||||||
100289 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 1502 | General Physics II | 3 | 3 | [3 Credit(s)] | General Physics II is designed for students who are interested in science and technology, which will feature more qualitative analysis. The course consists of three modules, which are Module 1: Electrostatics and Circuit, including Coulomb’s law, Electric Fields, Gauss’s Law, Electric potential, Capacitance, Current an... | UFUG 1501 or UFUG 1503 | UFUG 1504 | [] | [] | 2026-04-09T21:06:26.812000Z | ACTIVE | |||||||||
100600 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course offers a rigorous and analytical exploration of fundamental ideas in economics. It emphasizes the use of formal reasoning and quantitative tools to understand economic behavior, market outcomes, and broader economic dynamics. Special attention is given to the evolving role of financial technology and its im... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-09T21:06:26.812000Z | ACTIVE | ||||||||
100298 | 103 | 2540 | 2025-26 Summer | 2025-26 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 2102 | Matrix Algebra and Applications | 3 | 3 | [3 Credit(s)] | Matrix algebra is a branch of mathematics that studies systems of linear equations and the properties of matrices. The use of matrix algebra for physics, engineering, and social sciences has been increasing at a rapid pace in recent years. Due to its broad range of applications, matrix algebra is one of the most widely... | UFUG 2103 | [] | [] | 2026-04-09T21:06:26.812000Z | ACTIVE | ||||||||||
100600 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course offers a rigorous and analytical exploration of fundamental ideas in economics. It emphasizes the use of formal reasoning and quantitative tools to understand economic behavior, market outcomes, and broader economic dynamics. Special attention is given to the evolving role of financial technology and its im... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-09T21:06:27.303000Z | ACTIVE | ||||||||
100299 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 2103 | Linear Algebra | 3 | 3 | [3 Credit(s)] | Linear algebra is central to almost all areas of mathematics and is also used in most sciences and fields of engineering. This course provides a comprehensive introduction to topics of linear algebra studies, including linear systems, vector spaces, matrices, linear mappings and matrix forms, inner products, orthogonal... | UFUG 2102 | [] | [] | 2026-04-09T21:06:27.303000Z | ACTIVE | ||||||||||
100242 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [3 Credit(s)] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | (UFUG 1103 OR UFUG 1106) AND (UFUG 2102 OR UFUG 2103) | DSAA 2088 | [] | [] | 2026-04-09T21:06:27.303000Z | ACTIVE | ||||||||
100298 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 2102 | Matrix Algebra and Applications | 3 | 3 | [3 Credit(s)] | Matrix algebra is a branch of mathematics that studies systems of linear equations and the properties of matrices. The use of matrix algebra for physics, engineering, and social sciences has been increasing at a rapid pace in recent years. Due to its broad range of applications, matrix algebra is one of the most widely... | UFUG 2103 | [] | [] | 2026-04-09T21:06:27.303000Z | ACTIVE | ||||||||||
100289 | 104 | 2610 | 2026-27 Fall | 2026-27 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 1502 | General Physics II | 3 | 3 | [3 Credit(s)] | General Physics II is designed for students who are interested in science and technology, which will feature more qualitative analysis. The course consists of three modules, which are Module 1: Electrostatics and Circuit, including Coulomb’s law, Electric Fields, Gauss’s Law, Electric potential, Capacitance, Current an... | UFUG 1501 or UFUG 1503 | UFUG 1504 | [] | [] | 2026-04-09T21:06:27.303000Z | ACTIVE | |||||||||
100242 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | AI | AI (AIS) | INFH | UGRD | UG | AIAA | 2711 | Mathematics for AI | 3 | 3 | [3 Credit(s)] | This course aims to teach students the basic math concepts for Artificial Intelligence (AI). Key topics include fundamental Linear Algebra (Matrix Calculations, Norms, Eigenvectors and Eigenvalues), Calculus (Derivative, Taylor series, Multivariate Calculus), and Probability Theory (Distributions, Statistics of Random ... | (UFUG 1103 OR UFUG 1106) AND (UFUG 2102 OR UFUG 2103) | DSAA 2088 | [] | [] | 2026-04-09T21:06:27.831000Z | ACTIVE | ||||||||
100600 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | FTEC | FTEC (AIS) | SOCH | UGRD | UG | FTEC | 3310 | Economic Theory for FinTech | 3 | 3 | [0-0-0:0] | [0-0-0:0] | This course offers a rigorous and analytical exploration of fundamental ideas in economics. It emphasizes the use of formal reasoning and quantitative tools to understand economic behavior, market outcomes, and broader economic dynamics. Special attention is given to the evolving role of financial technology and its im... | UFUG 1103 OR UFUG 1106 | [] | [] | 2026-04-09T21:06:27.831000Z | ACTIVE | ||||||||
100289 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 1502 | General Physics II | 3 | 3 | [3 Credit(s)] | General Physics II is designed for students who are interested in science and technology, which will feature more qualitative analysis. The course consists of three modules, which are Module 1: Electrostatics and Circuit, including Coulomb’s law, Electric Fields, Gauss’s Law, Electric potential, Capacitance, Current an... | UFUG 1501 or UFUG 1503 | UFUG 1504 | [] | [] | 2026-04-09T21:06:27.831000Z | ACTIVE | |||||||||
100298 | 105 | 2620 | 2026-27 Winter | 2026-27 | GZ | GZ Campus | GZ | STEM | CES | UGRD | UG | UFUG | 2102 | Matrix Algebra and Applications | 3 | 3 | [3 Credit(s)] | Matrix algebra is a branch of mathematics that studies systems of linear equations and the properties of matrices. The use of matrix algebra for physics, engineering, and social sciences has been increasing at a rapid pace in recent years. Due to its broad range of applications, matrix algebra is one of the most widely... | UFUG 2103 | [] | [] | 2026-04-09T21:06:27.831000Z | ACTIVE |
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