113 Academic Year Curriculum for Extensive Master Program of Computer Science and Information Engineering

Course Planning System

I. Graduation Requirements

Minimum Graduation Credits: Students must earn at least 36 credits to graduate, including:

  • Professional Required Courses: 6 credits
  • Professional Elective Courses: 30 credits

II. Important Regulations

  1. Departmental Course Requirement
    At least 50% of the courses taken must be offered by the Department of Computer Science and Information Engineering (CSIE).
  2. Eligibility of Graduate-Level Courses
    Master’s students may take graduate-level courses offered by both the Master’s and Ph.D. programs within CSIE. All such courses are eligible for inclusion in graduation credits.
  3. Credit Transfer Limitations
    Master’s students can transfer up to 50% of the professional elective course credits. Courses offered by the Department of Computer Science and Information Engineering (CSIE) are not included in this limit. Credit transfers must follow the university’s schedule.
  4. Academic Research Ethics Education Certification Requirement
    Master’s students admitted from this academic year onwards must register for the Online Courses for Academic Research Ethics Education (學術研究倫理教育課程) provided by the Center for Taiwan Academic Research Ethics Education (臺灣學術倫理教育資源中心) during the course selection period of their first semester. Registration must be completed through the CSIE Department Office. Students must pass the online course assessment and obtain the certification of completion to be eligible to apply for the Oral Defense Exam. Failure to complete this requirement will disqualify students from applying for the exam.
  5. EMI Course Equivalency                                                                                          
    To promote English as a Medium of Instruction (EMI), EMI courses offered by the College of Science and Engineering with the same name or nature as those in this program will be considered equivalent. For details, refer to the NDHU 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)
論文寫作(一)Thesis writing(I)CSIE5520Z3.0
論文寫作(二)Thesis writing (Ⅱ)CSIE5560Z3.0
專業選修(elective)
影像處理Image ProcessingCSIE5210Z3.0
高等電腦視覺Advanced Computer VisionCSIE5440Z3.0
虛擬實境Virtual RealityCSIE@03403.0
人工智慧Artifical IntelligenceCSIE5160Z3.0
柔性計算系統實務Realization of Soft Computing SystemsCSIE@05003.0
高等資訊檢索Advanced Information RetrievalCSIE5770Z3.0
資料探勘Data MiningCSIE5860Z3.0
機器學習Machine LearningCSIE5790Z3.0
深度學習基石與實務Foundation and Practice of Deep LearningCSIE5120Z3.0原名「類神經網路」
大數據分析Big Data AnalyticsCSIE@05103.0
高等演算法Advanced AlgorithmsCSIE5380Z3.0
圖型識別Pattern RecognitionCSIE5500Z3.0
智慧型系統設計Intelligent System DesignCSIE@03603.0
專案管理Project ManagementCSIE@03703.0
大數據系統Big Data SystemsCSIE@04303.0原名「巨量資料系統」
最佳化方法與應用Optimization methods and applicationsCSIE@04703.0
電腦視覺與機器學習Machine Learning in Computer VisionCSIE@05503.0原名「電腦視覺與深度學習」
推薦系統Recommender SystemCSIE@05603.0
超大型積體電路設計Very large integrated circuit designCSIE@03803.0原名「特殊用途超大型積體電路設計」
無線網際網路Wireless InternetCSIE5840Z3.0
電腦網路與通訊Computer Networks and CommunicationsCSIE5250Z3.0原名「個人通訊網路」
資訊安全管理系統Information Security Management SystemCSIE@04403.0
高等圖形理論Advanced Graph TheoryCSIE5480Z3.0
物件導向式軟體工程Object-Oriented Software EngineeringCSIE5290Z3.0
系統晶片設計專題Special Topics on System-on-Chip DesignCSIE@03903.0
區塊鏈原理與應用BlockChain Principle and ApplicationCSIE@05203.0
編譯程式原理與設計Compilers Principles and DesignCSIE5550Z3.0原名「高等編譯理論」
程式語言原理與典型Programming Languages Principles and ParadigmsCSIE5390Z3.0原名「高等程式語言」
下一代網際網路Next Generation InternetsCSIE5320Z3.0
密碼學CryptographyCSIE5340Z3.0
分散式系統Distributed SystemsCSIE@03303.0
作業系統工程Operating system engineeringCSIE6201Z3.0
數位學習科技Digital Learning TechnologyCSIE6203Z3.0
最佳化與決策專題Topics on optimization and decision makingCSIE@04603.0
智慧異質無線網路資源管理Intelligent Resource Management for Heterogeneous Wireless NetworksCSIE@04503.0原名「異質無線網路漫遊與換手技術」
高等應用統計學Advanced applied statisticsCSIE5990Z3.0
數位學習專論Advanced Digital LearningCSIE@05303.0
智慧物聯網技術與應用Intelligent IoT technologies and applicationsCSIE6213Z3.0
無人載具系統與應用Unmanned Vehicle System and ApplicationCSIE@05703.0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 ApplicationsCSIE@05803.0原名「次世代行動網路專題」
社群網路與推薦系統Social Networks and recommender systemsCSIE@05903.0
前瞻機器學習原理與技術Advanced Machine Learning Principles and TechnologyCSIE@06003.0
實務程式設計與應用Pragmatic Programming and ApplicationsCSIE@06103.0
永續之創意數位學習Creative digital learning with sustainabilityCSIE@06303.0
臨床醫學與智慧醫療照護linical Medicine and Smart HealthcareCSIE@06203.0
高互動多媒體設計之研究Highly interactive multimedia designCSIE@06403.0
電腦對局理論Theory of Computer GamesCSIE@06503.0
*四、其他/CSIE@04200.0
科技英文寫作Science and Technical WritingCSIE6140Z3.0
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)
論文寫作(一)Thesis writing(I)CSIE5520Z3.0
論文寫作(二)Thesis writing (Ⅱ)CSIE5560Z3.0