112學年度 資訊工程學系碩士班國際組 課程規劃表
112 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)
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.為執行教育部「大專校院學生雙語化學習計畫」，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.At least half (1/2) of the courses studied must be offered by the Department of Computer Science & Information Engineering. 2.Master’s students may select any Master and/or Ph.D. level courses to study; the course credits can be counted toward graduation credits. 3.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. 4.Each master student must select “Special Topic Lecture” (I), (II), (III) and (IV) course each semester while in program or until graduation. Only the credits from “Special Topic Lecture”(I) and (II) can be counted toward the graduation credits. 5.Each master student must select “Thesis” course every semester while in program or until graduation. At most 2 times 4 credits earned by this course can be counted toward the graduation credits. 6.All students must fulfill the English Proficiency Requirement for Graduate Students in order to graduate. 7.Every student (including double-major students) in this department is required to take the “Programming Ability Certification” course to acquire an assessed grade. However, graduation will not be affected by the level of the grade. 8.In addition to this requirement, all scholarship awardees must follow the scholarship regulations and requirements to complete the degree. 9.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 for this class and present the qualified certificate. All Master/Ph.D students must pass this requirement before applying for the Oral Defense Exam. 10.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 | 每學期必修 | |
| 專題講座(一) | Special Topic Lecture (Ⅰ) | CSIEM0020 | 1.0 | 碩一必修 | |
| 專題講座(二) | Special Topic Lecture (Ⅱ) | CSIEM0080 | 1.0 | 碩一必修 | |
| 專業選修(elective) | |||||
| 影像處理 | Image Processing | CSIEM0180 | 3.0 | ||
| 數位訊號處理 | Digital Signal Processing | CSIE@0630 | 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@0610 | 3.0 | ||
| 高等電腦繪圖系統設計 | Advanced Computer Graphics System Design | CSIE@0640 | 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@0620 | 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@0670 | 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@0600 | 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@0650 | 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@0660 | 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@0580 | 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@0590 | 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」 | |
| 社群網路與推薦系統 | Social Networks and recommender systems | CSIEM0610 | 3.0 | ||
| 前瞻機器學習原理與技術 | Advanced Machine Learning Principles and Technology | CSIEM0620 | 3.0 | ||
| 實務程式設計與應用 | Pragmatic Programming and Applications | 3.0 | |||
| 永續之創意數位學習 | Creative digital learning with sustainability | CSIEM0630 | 3.0 | ||
| 臨床醫學與智慧醫療照護 | Clinical Medicine and Smart Healthcare | 3.0 | |||
| 高互動多媒體設計之研究 | Highly interactive multimedia design | CSIEM0640 | 3.0 | ||
| 電腦對局理論 | Theory of Computer Games | CSIEM0650 | 3.0 | ||
| *四、其他 | / | CSIE@0690 | 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@0680 | 3.0 | ||