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2021 Academic Year
Asia University (亞洲大學)
2021 Academic Curriculum Program for International Doctoral Students
(110學年度博士班國際生全英語課程規劃表)
It had approved at the University Curriculum Committee Meeting on 29/4/2021
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(中,英文) | Year of the program | Semester | Credits | Note |
University Required Credits(6) |
Ph.D. Dissertation 博士論文 |
2nd | 1st & 2nd | 3 | Total 6 credits |
Program Required Credits(3) and Compulsory Credits(9) | Seminar (I) 專題講座 (一) |
1st | 1st | 1 | At least take 3 credits |
Seminar (II) 專題講座 (二) |
1st | 2nd | 1 | ||
Seminar (III) 專題講座 (三) |
2nd | 1st | 1 | ||
Data Science 資料科學 |
1st | 1st | 3 | At least take 2 Compulsory Courses for Qualifying Examinations | |
Machine Learning 機器學習 |
1st | 1st | 3 | ||
Algorithms 演算法 |
1st | 2nd | 3 | ||
Program of Elective Credits(12) | 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 |
1st / 2nd | 1st / 2nd | 3 |
Note(註):
- The three compulsory courses for qualification examinations are 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「資料科學」、「機器學習」、「演算法」,博士生應通過2科資格考試)。
- Graduation requirement:27 credits including 6 credits of thesis, 12 credits of Required Courses and 9 credits of Elective Courses. (總畢業學分數為27學分,含校及學程必修核心課程18學分與學程選修課程9學分)
- 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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