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2022 Academic Year

Asia University (亞洲大學)
2022 Academic Curriculum Program for International Doctoral Students
(111學年度博士班國際生全英語課程規劃表)

Approved by the University Curriculum Committee on 15/11/2022

學程名稱(中文):人工智慧博士學位學程 (國際博士學生)
學程名稱(英文):Ph. D. Program in Artificial Intelligence (International Doctoral Students)


Category Course Title(,英文) Year of the program Semester Credits Note
University
Required
Credits6
Ph.D. Dissertation
博士論文
2nd 1st & 2nd 3 Total 6 credits
Program Required Credits(3) and  Compulsory Credits6 Seminar (I)
專題講座 ()
1st 1st 1 At least take 3 credits
Seminar (II)
專題講座 ()
1st 2nd 1
Seminar (III)
專題講座 ()
2nd 1st 1
Artificial Intelligence
人工智慧
1st / 2nd 2nd 3 At least take 2 Compulsory Courses for Qualifying Examinations
Program of Elective Credits15 Data Science
資料科學  
 
1st 1st 3
Machine Learning
機器學習
1st 1st 3
Algorithms
演算法
1st 2nd 3
Deep Learning
深度學習 
1st / 2nd 1st / 2nd 3
Data Mining
資料探勘   
1st / 2nd 1st / 2nd 3
Big Data Management
大數據資料處理 
1st / 2nd 1st / 2nd 3
Speech Recognition
語音辨識   
1st / 2nd 1st / 2nd 3
Computer Vision
電腦視覺   
1st / 2nd 1st / 2nd 3
Image Processing
影像處理   
1st / 2nd 1st / 2nd 3
Natural Language Processing
自然語言處理
1st / 2nd 1st / 2nd 3
Fuzzy Theory
模糊理論   
1st / 2nd 1st / 2nd 3
Precision Medicine
精準醫療   
1st / 2nd 1st / 2nd 3
Blockchain Technology and Its Application
區塊鏈技術與應用       
1st / 2nd 1st / 2nd 3
Artificial Intelligence & Internet of Things  (AIoT)
智慧物聯網 (AIoT)     
1st / 2nd 1st / 2nd 3
Cloud Computing Practices
雲端運算實務
1st / 2nd 1st / 2nd 3
Robotic Computing
機器人計算學         
1st / 2nd 1st / 2nd 3
Note(註)
  1. The 4 compulsory courses for qualification examinations are Artificial Intelligence,Data Science, Machine Learning, and Algorithms, which the students must at least select 2 compulsory courses for qualification examinations. (資格考選考科目包含「人工智慧」、「資料科學」、「機器學習」、「演算法」,博士生應通過2科資格考試)。
  2. Graduation requirement: At least a total of 27 credits including 6 credits of thesis, 6 credits of Required Courses and 15 credits of Elective Courses. With the approval of the advisor and the program director, the Elective Courses can be selected from the other doctoral courses offered by the Asia University, with a maximum of 9 credits. (總畢業學分數為 27 學分,含校定必修 6 學分(博士論 文),學程必修 6 學分,學程選修 15 學分。其中,學程選修課程經指導教授與學程主任同意後,得選修本校相關 系所開授之博士相關課程,最多 9 學分。)
  3. Students need to take 6 hours of designated courses through the online platform of the "Taiwan Academic Ethics Education Resource Center" and pass the general test scores before they can apply for degree exams. (依「亞洲大學學生學術研究倫理教育課程實施要點」109學年度(含)起入學之各系、所、學位學程的碩士班、碩士在職專班及博士班學制,【學生需透過「臺灣學術倫理教育資源中心」線上平台修習指定課程6小時,並於課程總測驗成績達及格標準,始得申請學位考試。】)

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