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110 Academic Year (2021 Admission) NDHU CSIE International Ph.D Program Planning

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110 Academic Year (2021 Admission) NDHU CSIE International Ph.D Program Planning

一、Minimum graduation credits：
Graduation credits：30.0 credits
Professional Required：12.0 credits
Professional elective：18.0 credits
二、Important Rules and Regulations：

  1. At least half (1/2) of the courses studied must be offered by the Department of Computer Science & Information Engineering.
  2. Doctoral students may select any Master and/or Ph.D. level courses to study; the course credits can be counted toward graduation.
  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. For Master students directly advanced their Doctoral study, should complete 42 credits of professional elective classes before getting their Ph.D degree. (碩士班研究生者逕行修讀本系博士學位，在博士畢業前至少需修畢本表所列專業選修課程42學分).
  5. Unless approved by instructor, advisor, and chairman, no repeated courses can be counted into graduation. (所修課程非經任課教師、指導教授及系主任核准，不得與過去已修畢之研究所課程重複，否則不列入上述畢業學分).
  6. Each Doctoral student must select “Thesis” course every semester while in program or until graduation. At most 8 credits earned by this course can be counted toward the graduation.
  7. All students must fulfill the English Proficiency Requirement for Graduate Students in order to graduate.
  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 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)
Compulsory Required Courses
Course Title English Course Title Course Code Credit Remark
論文研究 Thesis CSIE71800 2.0 每學期必修
專題講座(一) Special Topic Lecture（I） CSIE70100 1.0 博一必修
專題講座(二) Special Topic Lecture（II） CSIE70300 1.0 博一必修
專題講座(三) Special Topic Lecture（III） CSIE70500 1.0 博二必修
專題講座(四) Special Topic Lecture（IV） CSIE70700 1.0 博二必修
Professional Elective Courses
Course Title English Course Title Course Code Credit Remark
影像處理 Image Processing CSIE@1000 3.0
數位訊號處理 Digital Signal Processing CSIE@0930 3.0
高等電腦視覺 Advanced Computer Vision CSIE@1100 3.0
虛擬實境 Virtual Reality CSIE@0920 3.0
高等計算機圖學 Advanced Computer Graphics CSIE@1030 3.0
高等電腦繪圖系統設計 Advanced Computer Graphics System Design CSIE@1090 3.0
人工智慧 Artifical Intelligence CSIE@1020 3.0
計算生物學 Computational Biology CSIE@1060 3.0
柔性計算系統實務 Realization of Soft Computing Systems CSIE@1410 3.0
智慧行動應用設計 Smart Mobile Application Design CSIE@1280 3.0
高等資訊檢索 Advanced Information Retrieval CSIE@1130 3.0
資料探勘 Data Mining CSIE@1210 3.0
機器學習 Machine Learning CSIE@1140 3.0
深度學習基石與實務 Foundation and Practice of Deep Learning CSIE@0880 3.0 原名類神經網路
大數據分析 Big Data Analytics CSIE@1420 3.0
計算理論 Theory of Computation CSIE@0940 3.0
高等演算法 Advanced Algorithms CSIE@0960 3.0
圖型識別 Pattern Recognition CSIE@1040 3.0
智慧型系統設計 Intelligent System Design CSIE@1110 3.0
專案管理 Project Management CSIE@1120 3.0
語音處理與辨識 Speech Processing and Recognition CSIE@1220 3.0
大數據系統 Big Data Systems CSIE@1320 3.0 原名巨量資料系統
最佳化方法與應用 Optimization Methods and Applications CSIE@1370 3.0
電腦視覺與深度學習 Deep Learning in Computer Vision CSIE@1470 3.0
推薦系統 Recommender System 3.0
超大型積體電路設計 Very large integrated circuit design CSIE@1150 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@1170 3.0
無線網際網路 Wireless Internet CSIE@1180 3.0
電腦網路與通訊 Computer Networks and Communications CSIE@0900 3.0 原名個人通訊網路
資訊安全管理系統 Information Security Management Systems CSIE@1340 3.0
平行計算 Introduction to Parallel Computing CSIE@1250 3.0
雲端計算 Cloud Computing CSIE@1260 3.0
高等圖形理論 Advanced Graph Theory CSIE@1080 3.0
物件導向式軟體工程 Object-Oriented Software Engineering CSIE@1010 3.0
LoRa 網路程式設計服務 LoRaWAN program design and service CSIE@1430 3.0
系統晶片設計專題 Special Topics on System-on-Chip Design CSIE@1160 3.0
區塊鏈原理與應用 BlockChain Principle and Application CSIE@1440 3.0
高等編譯程式 Advanced Compilers CSIE@1050 3.0 原名高等編譯理論
高等程式語言 Advanced Programming Languages CSIE@0950 3.0
下一代網際網路 Next Generation Internets CSIE@0910 3.0
密碼學 Cryptography CSIE@0970 3.0
高等資料庫系統 Advanced Database System CSIE@0990 3.0
錯誤控制碼理論 Error Control Coding CSIE@1190 3.0
分散式系統 Distributed Systems CSIE@0890 3.0
作業系統工程 Operating system engineering CSIE@1270 3.0
數位學習科技 Digital Learning Technology CSIE@1330 3.0
最佳化與決策專題 Topics on Optimization and Decision Making CSIE@1360 3.0
異質無線網路漫遊與換手技術 Roaming and Handoff Technologies of Heterogeneous Wireless Networks CSIE@1350 3.0
網路服務與應用 Network Services and Applications CSIE@1380 3.0
高等應用統計學 Advanced Applied Statistics CSIE@1390 3.0
智慧型數位學習 Intelligent digital learning CSIE@1400 3.0
柔性計算 Soft Computing CSIE@1460 3.0
數位學習專論 Advanced Digital Learning CSIE@1450 3.0
智慧物聯網技術與應用 Intelligent IoT technologies and applications 3.0
無人載具系統與應用 Unmanned Vehicle System and Application CSIE@1380/span> 3.0
次世代行動網路專題 Special Topics on Next Generation Mobile Networks CSIE@1390/span> 3.0
*四、其他 / CSIE@1300 0.0
科技英文寫作 Science and Technical Writing CSIE@1290 3.0