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

東華課規查詢系統

I. Graduation Requirements

Minimum Graduation Credits: Students must earn at least 30 credits to graduate, including:

  • Professional Required Courses: 6 credits
  • Professional Elective Courses: 24 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. Special Topic Lecture Requirement
    Master’s students must enroll in “Special Topic Lecture” courses—(I), (II), (III), or (IV)—every semester until graduation. Only the credits earned from “Special Topic Lecture (I)” and “(II)” count toward graduation credits. Students in the Five-Year Bachelor-Master Program should refer to the department’s Five-Year Bachelor-Master Degree Implementation Guidelines (本系五年修讀學、碩士學位實施細則) for additional details.
  5. Thesis Requirement
    Master’s students must register for the “Thesis” course every semester until graduation. A maximum of 4 credits from two “Thesis” courses may be counted toward graduation credits.
  6. English Proficiency Requirement
    Master’s students must meet the department’s English Proficiency Requirement for Graduate Students (資訊工程學系研究生英語能力畢業規定) to be eligible for graduation. 
  7. Programming Ability Certification
    All students, including those with double majors, must complete the Programming Ability Certification Course and receive a grade. However, the grade will not affect graduation eligibility.
  8. Scholarship Obligations
    Scholarship recipients must adhere to the scholarship’s specific regulations and guidelines in addition to completing the curriculum requirements.
  9. 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.

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)
論文研究ThesisCSIE599502.0每學期必修
專題講座(一)Special Topic Lecture (Ⅰ)CSIE505001.0碩一必修
專題講座(二)Special Topic Lecture (Ⅱ)CSIE506001.0碩二必修
專業選修(elective)
影像處理Image ProcessingCSIE521003.0
高等電腦視覺Advanced Computer VisionCSIE544003.0
虛擬實境Virtual RealityCSIE560003.0
人工智慧Artifical IntelligenceCSIE516003.0
柔性計算系統實務Realization of Soft Computing SystemsCSIE620803.0
高等資訊檢索Advanced Information RetrievalCSIE577003.0
資料探勘Data MiningCSIE586003.0
機器學習Machine LearningCSIE599203.0
深度學習基石與實務Foundation and Practice of Deep LearningCSIE512003.0原名「類神經網路」
大數據分析Big Data AnalyticsCSIE599603.0
高等演算法Advanced AlgorithmsCSIE538003.0
圖型識別Pattern RecognitionCSIE550003.0
智慧型系統設計Intelligent System DesignCSIE569003.0
專案管理Project ManagementCSIE598203.0
大數據系統Big Data SystemsCSIE598303.0原名「巨量資料系統」
最佳化方法與應用Optimization methods and applicationsCSIE598603.0
電腦視覺與機器學習Machine Learning in Computer VisionCSIE@08103.0原名「電腦視覺與深度學習」
推薦系統Recommender SystemCSIE599803.0
超大型積體電路設計Very large integrated circuit designCSIE567003.0原名「特殊用途超大型積體電路設計」
無線網際網路Wireless InternetCSIE584003.0
電腦網路與通訊Computer Networks and CommunicationsCSIE525003.0原名「個人通訊網路」
資訊安全管理系統Information Security Management SystemCSIE620503.0
高等圖形理論Advanced Graph TheoryCSIE548003.0
物件導向式軟體工程Object-Oriented Software EngineeringCSIE529003.0
系統晶片設計專題Special Topics on System-on-Chip DesignCSIE580003.0
區塊鏈原理與應用BlockChain Principle and ApplicationCSIE599703.0
編譯程式原理與設計Compilers Principles and DesignCSIE555003.0原名「高等編譯程式」
程式語言原理與典型Programming Languages Principles and ParadigmsCSIE564003.0原名「高等程式語言」
下一代網際網路Next Generation InternetsCSIE532003.0
密碼學CryptographyCSIE534003.0
分散式系統Distributed SystemsCSIE524003.0
作業系統工程Operating system engineeringCSIE620103.0
數位學習科技Digital Learning TechnologyCSIE621103.0
智慧異質無線網路資源管理Intelligent Resource Management for Heterogeneous Wireless NetworksCSIE598403.0原名「異質無線網路漫遊與換手技術」
最佳化與決策專題Topics on optimization and decision makingCSIE598503.0
高等應用統計學Advanced Applied StatisticsCSIE599103.0
數位學習專論Advanced Digital LearningCSIE599403.0
智慧物聯網技術與應用Intelligent IoT technologies and applicationsCSIE621303.0
無人載具系統與應用Unmanned Vehicle System and ApplicationCSIE621403.0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 ApplicationsCSIE621503.0原名「次世代行動網路專題」
社群網路與推薦系統Social Networks and recommender systemsCSIE621603.0
前瞻機器學習原理與技術Advanced Machine Learning Principles and TechnologyCSIE621703.0
實務程式設計與應用Pragmatic Programming and ApplicationsCSIE621103.0
永續之創意數位學習Creative digital learning with sustainabilityCSIE621803.0
臨床醫學與智慧醫療照護Clinical Medicine and Smart HealthcareCSIE622103.0
高互動多媒體設計之研究Highly interactive multimedia designCSIE621903.0
電腦對局理論Theory of Computer GamesCSIE622003.0
程式設計能力檢定Programming Ability CertificationCSIE599900.0
*四、其他/CSIE@07903.0
專題講座(三)Special Topic Lecture (Ⅲ)CSIE606001.0碩二必修
專題講座(四)Special Topic Lecture (Ⅳ)CSIE608001.0碩二必修
科技英文寫作Science and Technical WritingCSIE614003.0