Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Thesis (M.S.)		◎			◎	◎	◎
Special Project	◎	◎			◎	◎
Seminar	◎	◎		◎		◎
Computing Theory	◎	◎					◎
Computer Security	◎
Advanced Artificial Intelligence	◎	◎	◎
Mathematical Analysis of Algorithms	◎	◎
Advanced Operating System	◎	◎	◎
Brain Theory
Personal Communications Services
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Performance Modeling	◎		◎		◎
Principles of Financial Computing
Numerical Methods	◎
Algorithms for Analyzing Biological Sequences	◎	◎		◎	◎		◎
Bioinformatics
Software Engineering	◎
Theory of Compiler	◎
Computer Vision	◎	◎	◎				◎
Natural Language Processing	◎	◎	◎	◎	◎	◎
Software Engineering Design	◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Machine Learning	◎	◎		◎	◎
Introduction to Digital Signal Processing	◎	◎				◎	◎
Information Theory and Coding Techniques
Robotics	◎	◎	◎	◎			◎
Applied Algebra	◎			◎
Neural Networks
Advanced Compiler Design	◎
Advanced Computer Networks
Advanced Computer Architecture	◎	◎			◎	◎
Parallel Programming	◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Distributed Computing Systems
Multimedium Computing Environment	◎	◎		◎
Real-times Systems	◎	◎	◎		◎		◎
Design Strategies for Computer Algorithms	◎	◎			◎	◎	◎
Information Retrieval and Extraction		◎	◎
Matrix Computations
Virtual Reality
Digital Image Processing
Artificial Intelligence
Pattern Analysis and Classification	◎	◎	◎		◎	◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Special Topics on Graph Algorithms	◎	◎		◎	◎	◎	◎
Randomized Algorithms	◎	◎		◎
Computer Graphics
Medical Information System
Cryptography and Network Security
Digital Visual Effects
Topics in Software Design for Embedded Systems	◎	◎
Digital Image Synthesis
Digital Speech Processing	◎	◎	◎		◎
Game Theory	◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
An Introduction to Advanced Performance Modeling	◎
Robot Perception and Learning	◎	◎			◎	◎	◎
Medical Image Processing
Game Programming	◎	◎	◎
Introduction to Biomedical Informatics	◎			◎	◎	◎	◎
Cheminformatics	◎	◎		◎	◎	◎	◎
Machine Learning: Theory and Practice
Multimedia Security
Web Retrieval and Mining
Computer Gaming Theory
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Technical Writing and Research Method					◎	◎	◎
Introduction to Digital Speech Processing
Advanced Topics in Multimedia Analysis and Indexing
Advanced Human Computer Interaction
Low Power Enbedded System Design	◎
Systems Analysis on Metabolomics	◎	◎	◎	◎	◎	◎	◎
Advanced Computer-aided Drug Design	◎
Social Network Analysis and Graph Mining	◎		◎	◎	◎	◎	◎
Video Communications	◎					◎
Next-generation Wireless Networks	◎			◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Advanced Computer Vision	◎
Topics in Machine Learning
Parallel and Distributed Programming	◎	◎	◎
Wireless Networking – Fundamentals and Applications	◎	◎	◎				◎
Advanced Topics in Systems Research	◎	◎		◎	◎
Introduction to Digital Humanities	◎	◎			◎
Location Based Technologies,Applications and Services	◎	◎	◎	◎		◎	◎
Big Data Systems	◎	◎		◎	◎	◎
Big Data Statistics and Mining	◎	◎				◎
Virtual Machines	◎	◎		◎	◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Web Programming and Applications
Application of Big Data System	◎	◎	◎	◎	◎		◎
Topics in Internet of Things					◎
Machine Learning	◎	◎		◎	◎
Introduction to Mathematical Logic	◎		◎
Bitcoin in the Big Data Era	◎	◎	◎	◎	◎	◎
Quantum Algorithms	◎	◎			◎
Introduction to Human-Computer Interaction and Design	◎				◎		◎
System Design Topic - Design for IoT Middleware	◎	◎	◎		◎
Applied Deep Learning	◎	◎		◎	◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Machine Learning Foundations	◎	◎		◎
Blockchain and Big Data	◎	◎	◎	◎	◎	◎
Intelligent Conversational Bot	◎	◎		◎	◎		◎
Machine Learning Techniques	◎	◎		◎
Introduction to Communication Complexity	◎	◎
Introduction to FinTech	◎			◎	◎	◎
Advanced Deep Learning	◎	◎		◎	◎
Distributed Machine-Learning System	◎	◎		◎	◎
High-Performance Computing and Big Data Systems	◎	◎		◎		◎
Special topics on Machine Learning	◎	◎				◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Cognitive Computing	◎	◎		◎	◎		◎
Quantum Computer	◎
Introduction to Intelligent Vehicles	◎	◎		◎	◎	◎
Optimization Algorithms	◎	◎		◎	◎	◎
Blockchain Introduction	◎	◎	◎	◎	◎		◎
Independent study of Digital Humanities	◎	◎	◎	◎	◎	◎	◎
Prediction, Learning, and Games	◎	◎		◎	◎	◎
Advanced Interactive Technologies	◎	◎		◎	◎	◎	◎
Introduction to Secure Coding	◎	◎
Systems and Network Security Laboratory	◎	◎		◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Basic Interactive Technologies	◎	◎			◎		◎
Augmented Reality Special Project	◎	◎		◎	◎		◎
High-Performance Big Data and Artificial Intelligence Systems	◎	◎		◎		◎
Security and Privacy of Machine Learning	◎	◎		◎		◎
Set Theory	◎	◎				◎
Writing Research Papers						◎
Digital Resources for Historical Studies	◎		◎	◎	◎	◎	◎
Virtual Reality Game Programming	◎	◎	◎	◎	◎		◎
Deep Learning for Medical Imaging	◎	◎			◎
Theoretical Aspects of Modern Cryptography	◎	◎		◎		◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Game for Life: Reading and Re-designing Games for a Purpose		◎	◎		◎		◎
Topics in Complexity Theory		◎	◎	◎	◎	◎
3D Computer Vision with Deep Learning Applications	◎	◎		◎		◎	◎
Computing the Universe By Information Theories	◎	◎	◎	◎	◎	◎	◎
Advanced Topics in Software Systems Design and Implementation	◎	◎		◎	◎	◎
Introduction to Decentralized Finance	◎	◎	◎	◎	◎	◎	◎
Online Convex Optimization	◎	◎		◎	◎	◎
Human Computer Interaction in Industry					◎
Topics in Secure Artificial Intelligence Systems	◎	◎	◎	◎	◎	◎	◎
Computing Architecture for Digital, AI and Quantum computing	◎	◎		◎
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
A Practical Guide to Drug Development in Academia: The SPARK Approach	◎	◎	◎	◎	◎
Programming User Interfaces	◎			◎	◎
Computer Vision Practice with Deep Learning	◎	◎		◎		◎
Digital, AI and Emerging Computing Architecture	◎	◎		◎
Cloud Native Application Development	◎	◎			◎		◎
Design for Smart Sensing Systems	◎	◎	◎	◎	◎		◎
Mobile and Pervasive Intelligence	◎	◎
Trustworthy Artificial Intelligence	◎	◎	◎	◎	◎	◎	◎
Cybersecurity from an Industry's Perspective	◎
Video Compression Technique,standards and Implementation
Capabilities \ Core Courses	A. Computer Science and Information Engineering advanced knowledge B. Capacity for possessing the self-improvement skills to face rapid changes of the outside world C. Respect academic standards, engineering ethics, and intellectual property rights D. Capacity for reading and retrieve the Computer Science and Information Engineering literature E. Teamwork capacity for leading research design team, communication and cooperation F. Capacity for writing and elaborate academic papers G. Capacity for putting consideration into informational technology products
	[A]	[B]	[C]	[D]	[E]	[F]	[G]
Mobile Phone Programming
Human-computer Interaction with Mobile Phones and Services					◎
Digital Sound Art and Creation
Virtual Human and Telepresence
Decentralized Applications Design and Practice
Core Capabilities	A Computer Science and Information Engineering advanced knowledge	B Capacity for possessing the self-improvement skills to face rapid changes of the outside world	C Respect academic standards, engineering ethics, and intellectual property rights	D Capacity for reading and retrieve the Computer Science and Information Engineering literature	E Teamwork capacity for leading research design team, communication and cooperation	F Capacity for writing and elaborate academic papers	G Capacity for putting consideration into informational technology products
Number of Core Courses （Number of All Courses: 145）	104	86	33	58	61	45	37