111 Academic Year (2022 Admission) NDHU CSIE International Master Program Planning
NDHU Course Planning Query System
University Requirements:
See Academic Regulations (學則) of NDHU.
General Requirements:
Minimum Graduation Credits:
Graduation Credits:30 credits
Professional Required:6 credits
Professional Elective:24 credits
Important Rules and Regulations:
- At least half (1/2) of the courses studied must be offered by the Department of Computer Science & Information Engineering.
- Master’s students may select any Master and/or Ph.D. level courses to study; the course credits can be counted toward graduation.
- Credits earned in courses of the same name offered by other departments or institutes may be substituted (up to 12 credits maximum) toward elective course requirements with the approval of the Departmental Graduate Studies Committee. Credits earned from CSIE courses are exempted from the credit substitution limit.
- Each Master student must select “Special Topic Lecture” (I), (II), (III) and (IV) course each semester or until graduation. Only the credits from “Special Topic Lecture” (I) and (II) can be counted toward the graduation.
- Each master student must select “Thesis” course every semester while in program or until graduation. At most 4 credits earned by this course can be counted toward the graduation.
- Every student (including double-major students) in this department is required to take the “Programming Ability Certification” course to acquire an assessed grade. However, the graduation will not be affected by the level of the grade.
- All students must fulfill the English Proficiency Requirement for Graduate Students in order to graduate.
- In addition to this requirement, all scholarship awardees must follow the scholarship regulations and requirements to complete the degree.
- All Master/Ph.D students shall Take and Pass the “Academic Research Ethics Education Curriculum” from the “Taiwan Academic Ethics Education Resource Center” online platform. Please come to the CSIE Department Office to register this class and present the qualified certificate. All Master/Ph.D students must pass this requirement before Oral Defense Exam. (本學年度起入學之本系研究所學生,須於入學後之第一學期選課期間,至系辦登記修習「臺灣學術倫理教育資源中心」線上平台之「學術研究倫理教育課程」,須通過線上課程測驗成績達及格標準,並出示修課證明始得申請學位考試。未通過者,須於申請學位考試前補修完成,未完成本課程者,不得申請學位考試)
- In order to implement the Program on Bilingual Education for Students in College (the BEST program) and the English as a Medium of Instruction Teaching Plan (known as the EMI teaching plan), set by the Taiwan Ministry of Education, the EMI courses offered by the EMI teachers of the College of Science and Engineering will be deemed as the same or as the equivalent courses with the same course names or the same course nature offered by the department. Please refer to 「NDHU’s Course Equivalency Table (國立東華大學相同或等同課程對照表)」
科目名稱 Course Title(Chinese) |
英文科目名稱 Course Title(English) |
科目代碼 Course Number |
學分 Credit |
*先修科目或#背景科目 *Prerequisite course or #Background course |
備註 Remarks |
專業必修(required) | |||||
論文研究 | Thesis | CSIEM0400 | 2.0 | Compulsory every semester | |
專題講座(一) | Special Topic Lecture (Ⅰ) | CSIEM0020 | 1.0 | First grade required | |
專題講座(二) | Special Topic Lecture (Ⅱ) | CSIEM0080 | 1.0 | First grade required | |
專業選修(elective) | |||||
影像處理 | Image Processing | CSIEM0180 | 3.0 | ||
數位訊號處理 | Digital Signal Processing | CSIE@0620 | 3.0 | ||
高等電腦視覺 | Advanced Computer Vision | CSIEM0560 | 3.0 | ||
虛擬實境 | Virtual Reality | CSIEM0580 | 3.0 | ||
高等計算機圖學 | Advanced Computer Graphics | CSIE@0600 | 3.0 | ||
高等電腦繪圖系統設計 | Advanced Computer Graphics System Design | CSIE@0630 | 3.0 | ||
人工智慧 | Artifical Intelligence | CSIEM0270 | 3.0 | ||
計算生物學 | Computational Biology | CSIEM0320 | 3.0 | ||
柔性計算系統實務 | Realization of Soft Computing Systems | CSIEM0370 | 3.0 | ||
高等資訊檢索 | Advanced Information Retrieval | CSIEM0420 | 3.0 | ||
資料探勘 | Data Mining | CSIEM0240 | 3.0 | ||
機器學習 | Machine Learning | CSIEM0170 | 3.0 | ||
深度學習基石與實務 | Foundation and Practice of Deep Learning | CSIEM0310 | 3.0 | 原名「類神經網路」 | |
大數據分析 | Big Data Analytics | CSIEM0350 | 3.0 | ||
計算理論 | Theory of Computation | CSIE@0610 | 3.0 | ||
高等演算法 | Advanced Algorithms | CSIEM0430 | 3.0 | ||
圖型識別 | Pattern Recognition | CSIEM0230 | 3.0 | ||
智慧型系統設計 | Intelligent System Design | CSIEM0460 | 3.0 | ||
專案管理 | Project Management | CSIEM0470 | 3.0 | ||
語音處理與辨識 | Speech Processing and Recognition | CSIE@0660 | 3.0 | ||
大數據系統 | Big Data Systems | CSIEM0410 | 3.0 | 原名「巨量資料系統」 | |
最佳化方法與應用 | Optimization methods and applications | CSIEM0380 | 3.0 | ||
電腦視覺與機器學習 | Machine Learning in Computer Vision | CSIE@0720 | 3.0 | 原名「電腦視覺與深度學習」 | |
推薦系統 | Recommender System | CSIEM0520 | 3.0 | ||
超大型積體電路設計 | Very large integrated circuit design | CSIEM0480 | 3.0 | 原名「特殊用途超大型積體電路設計」 | |
嵌入式系統軟體設計 | Software Development for Embedded Systems | CSIE@0640 | 3.0 | ||
無線網際網路 | Wireless Internet | CSIEM0160 | 3.0 | ||
電腦網路與通訊 | Computer Networks and Communications | CSIEM0250 | 3.0 | 原名「個人通訊網路」 | |
資訊安全管理系統 | Information Security Management System | CSIEM0390 | 3.0 | ||
平行計算 | Parallel Computing | CSIEM0290 | 3.0 | ||
雲端計算 | Cloud Computing | CSIEM0060 | 3.0 | ||
高等圖形理論 | Advanced Graph Theory | CSIEM0280 | 3.0 | ||
物件導向式軟體工程 | Object-Oriented Software Engineering | CSIEM0260 | 3.0 | ||
LoRa網路程式設計服務 | LoRaWAN program design and service | CSIEM0330 | 3.0 | ||
系統晶片設計專題 | Special Topics on System-on-Chip Design | CSIEM0500 | 3.0 | ||
區塊鏈原理與應用 | BlockChain Principle and Application | CSIEM0440 | 3.0 | ||
編譯程式原理與設計 | Compilers Principles and Design | CSIEM0490 | 3.0 | 原名「高等編譯理論 | |
程式語言原理與典型 | Programming Languages Principles and Paradigms | CSIEM0150 | 3.0 | 原名「高等程式語言」 | |
下一代網際網路 | Next Generation Internets | CSIEM0120 | 3.0 | ||
密碼學 | Cryptography | CSIEM0300 | 3.0 | ||
高等資料庫系統 | Advanced Database System | CSIEM0070 | 3.0 | ||
錯誤控制碼理論 | Error Control Coding | CSIE@0650 | 3.0 | ||
分散式系統 | Distributed Systems | CSIEM0140 | 3.0 | ||
作業系統工程 | Operating system engineering | CSIEM0360 | 3.0 | ||
數位學習科技 | Digital Learning Technology | CSIEM0450 | 3.0 | ||
最佳化與決策專題 | Topics on optimization and decision making | CSIEM0050 | 3.0 | ||
智慧異質無線網路資源管理 | Intelligent Resource Management for Heterogeneous Wireless Networks | CSIEM0600 | 3.0 | 原名「異質無線網路漫遊與換手技術」 | |
網路服務與應用 | Network services and applications | CSIE@0700 | 3.0 | ||
高等應用統計學 | Advanced Applied Statistics | CSIEM0510 | 3.0 | ||
智慧型數位學習 | Intelligent digital learning | CSIE@0710 | 3.0 | ||
柔性計算 | Soft Computing | CSIEM0130 | 3.0 | ||
數位學習專論 | Advanced Digital Learning | CSIEM0340 | 3.0 | ||
智慧物聯網技術與應用 | Intelligent IoT technologies and applications | CSIEM0530 | 3.0 | ||
程式設計能力檢定 | Programming Ability Certification | CSIEM0540 | 0.0 | ||
無人載具系統與應用 | Unmanned Vehicle System and Application | CSIEM0550 | 3.0 | 原名「行動網路之無人載具通訊技術」 | |
次世代行動網路技術與應用 | Next Generation Mobile Networks: Emerging Technologies and Applications | CSIEM0590 | 3.0 | 原名「次世代行動網路專題」 | |
*四、其他 | / | CSIE@0680 | 3.0 | ||
專題講座(三) | Special Topic Lecture (Ⅲ) | CSIEM0040 | 1.0 | ||
專題講座(四) | Special Topic Lecture (Ⅳ) | CSIEM0090 | 1.0 | ||
科技英文寫作 | Science and Technical Writing | CSIE@0670 | 3.0 |