國際組範例

114學年度 XXX學系碩士班國際組 課程規劃表
114 Academic year Curriculum planning table

一、最低畢業學分數(Minimum graduation credits)：

  • 畢業學分(Graduation credits)：30.0學分(credits)
  • 專業必修(Professional Required)：6.0學分(credits)
  • 專業選修(Professional elective)：24.0學分(credits)
  • Minimum Graduation Credits: Students must earn at least 30 credits to graduate, including:
    * Professional Required Courses: 6 credits
    * Professional Elective Courses: 24 credits

二、重要相關規定(Important regulations)：

  1. 碩士生應修習本系開設之專業選修科目至少二分之一。
  2. 碩士生修習資訊工程學系碩博士班之專業選修科目均得列入畢業學分。
  3. 申請抵免學分以專業選修課程學分數二分之一為限，本系開設之課程者不在此限。抵免時程以學校規定辦理。
  4. 碩士生每學期必須修習「專題講座」課程，修滿(一)、(二)、(三)、(四)或直至畢業為止，但除(一)、(二)之外，所修學分不列入畢業學分。五年修讀學、碩士生請另行參照本系五年修讀學、碩士學位實施細則。
  5. 碩士生每學期必須修習「論文研究」課程，畢業學分至多採計2次4學分。
  6. 碩士生需通過英文資格認定方可畢業。相關英文課程之認定，請參考「資訊工程學系研究生英語能力畢業規定」。
  7. 本系每位同學(含雙主修同學)均必須選修「程式設計能力檢定」課程並取得成績等第，惟此成績等第之高低不影響畢業。
  8. 凡以各類獎學金入學之受獎學生，除了本課規之外，另須依該獎學金之相關規定辦法修課及完成學業。
  9. 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。
  10. 為推動全英語授課，理工學院EMI教師所開設之EMI課程，與本系相同課名或相同性質課程可視為等同課程。請參閱相同或等同課程對照表。
  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) [https://www.csie.ndhu.edu.tw/en/curriculum-en/5years/] 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) [https://www.csie.ndhu.edu.tw/wp-content/uploads/2016/08/csie_english_proficiency_requirement_en_20130507.pdf] 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) [https://ethics.moe.edu.tw/courses_intro/] provided by the Center for Taiwan Academic Research Ethics Education (臺灣學術倫理教育資源中心) [https://ethics.moe.edu.tw/] 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.
  10. 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 Thesis CSIEM0400 2   每學期必修/Required per Semester
專題講座(一) Special Topic Lecture (Ⅰ) CSIEM0020 1   碩一必修/1st Year Required
專題講座(二) Special Topic Lecture (Ⅱ) CSIEM0080 1   碩一必修/1st Year Required
專業選修(elective)
影像處理 Image Processing CSIEM0180 3    
高等電腦視覺 Advanced Computer Vision CSIEM0560 3    
虛擬實境 Virtual Reality CSIEM0580 3    
人工智慧 Artifical Intelligence CSIEM0270 3    
柔性計算系統實務 Realization of Soft Computing Systems CSIEM0370 3    
高等資訊檢索 Advanced Information Retrieval CSIEM0420 3    
資料探勘 Data Mining CSIEM0240 3    
機器學習 Machine Learning CSIEM0170 3    
深度學習基石與實務 Foundation and Practice of Deep Learning CSIEM0310 3   原名「類神經網路」
大數據分析 Big Data Analytics CSIEM0350 3    
高等演算法 Advanced Algorithms CSIEM0430 3    
圖型識別 Pattern Recognition CSIEM0230 3    
智慧型系統設計 Intelligent System Design CSIEM0460 3    
專案管理 Project Management CSIEM0470 3    
大數據系統 Big Data Systems CSIEM0410 3   原名「巨量資料系統」
最佳化方法與應用 Optimization Methods and Applications CSIEM0380 3    
電腦視覺與機器學習 Machine Learning in Computer Vision CSIE@0490 3   原名「電腦視覺與深度學習」
推薦系統 Recommender System CSIEM0520 3    
超大型積體電路設計 Very Large Integrated Circuit Design CSIEM0480 3   原名「特殊用途超大型積體電路設計」
無線網際網路 Wireless Internet CSIEM0160 3    
電腦網路與通訊 Computer Networks and Communications CSIEM0250 3   原名「個人通訊網路」
資訊安全管理系統 Information Security Management System CSIEM0390 3    
高等圖形理論 Advanced Graph Theory CSIEM0280 3    
物件導向式軟體工程 Object-Oriented Software Engineering CSIEM0260 3    
系統晶片設計專題 Special Topics on System-on-Chip Design CSIEM0500 3    
區塊鏈原理與應用 BlockChain Principle and Application CSIEM0440 3    
編譯程式原理與設計 Compilers Principles and Design CSIEM0490 3   原名「高等編譯理論
程式語言原理與典型 Programming Languages Principles and Paradigms CSIEM0150 3   原名「高等程式語言」
下一代網際網路 Next Generation Internets CSIEM0120 3    
密碼學 Cryptography CSIEM0300 3    
分散式系統 Distributed Systems CSIEM0140 3    
作業系統工程 Operating System Engineering CSIEM0360 3    
數位學習科技 Digital Learning Technology CSIEM0450 3    
最佳化與決策專題 Topics on Optimization and Decision Making CSIEM0050 3    
智慧異質無線網路資源管理 Intelligent Resource Management for Heterogeneous Wireless Networks CSIEM0600 3   原名「異質無線網路漫遊與換手技術」
高等應用統計學 Advanced Applied Statistics CSIE@0520 3    
數位學習專論 Advanced Digital Learning CSIEM0340 3    
智慧物聯網技術與應用 Intelligent IoT Technologies and Applications CSIEM0530 3    
無人載具系統與應用 Unmanned Vehicle System and Application CSIEM0550 3   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   原名「次世代行動網路專題」
社群網路與推薦系統 Social Networks and Recommender Systems CSIEM0610 3    
前瞻機器學習原理與技術 Advanced Machine Learning Principles and Technology CSIEM0620 3    
實務程式設計與應用 Pragmatic Programming and Applications CSIE@0500 3    
臨床醫學與智慧醫療照護 Clinical Medicine and Smart Healthcare CSIE@0510 3    
高互動多媒體設計之研究 Highly Interactive Multimedia Design CSIEM0640 3    
電腦對局理論 Theory of Computer Games CSIEM0650 3    
科技促進語文學習研究 Research on Technology-Enhanced Language Learning CSIEM0660 3    
*四、其他 / CSIE@0480 3    
專題講座(三) Special Topic Lecture (Ⅲ) CSIEM0040 1   碩二必修/2nd Year Required
專題講座(四) Special Topic Lecture (Ⅳ) CSIEM0090 1   碩二必修/2nd Year Required
程式設計能力檢定 Programming Ability Certification CSIEM0540 0   畢業門檻Graduation Requirement
科技英文寫作 Science and Technical Writing CSIE@0470 3