The International Program in Artificial Intelligence
Advanced study in Artificial Intelligence (AI) is considered as one of the most interesting directions for graduate studies and advanced research. The College of EECS in NCU gathers best courses in AI, Machine Learning, and Data Mining, to offer a special program and foster students who are interested in AI research and career. Students (both international and domestic) study in National Central University can freely chooses at least 21 units (including 6 units from the list of fundamental course), to meet the requirements of the International Program in Artificial Intelligence. All courses are taught in English. An official certificate will be given to students who meet the requirements.
1. The purpose of International Program in Artificial Intelligence is to foster graduate students (both Master and Ph. D. students) professional skills in Artificial Intelligence.
2. The Requirements of International Program in Artificial Intelligence:
- Any Master or Ph. D. students (both domestic and international) in National Central University are eligible to apply for the program.
- In order to complete the program, at least 21 course units should be selected and passed. At least 2 course (or 6 units) must be selected from the fundamental courses and at least 5 courses (or 15 units) must be selected from the advanced courses).
3. Students who meet the above requirements will receive an official certificate from the College of EECS.
4. The curriculum (the list of courses can be changed by years):
|
Type
|
Course Name
|
No.
|
Units
|
Note
|
|
Fundamental Courses
|
Introduction to Data Science
|
CE6143
|
3
|
Select at least two courses
|
|
Introduction to Deep Learning
|
CE6146
|
3
|
|
Data Science
|
CO6063
|
3
|
|
Educational Data Mining Using Python
|
NL7045
|
3
|
|
Advanced Courses
|
Intelligent Surveillance
|
CE5046
|
3
|
Select at least five courses
|
|
Machine Learning
|
CE6102
|
3
|
|
Artificial Intelligence
|
CE6020
|
3
|
|
Information Retrieval and Extraction
|
CE7023
|
3
|
|
Natural Language Processing
|
CE7024
|
3
|
|
Social media mining
|
CE7066
|
3
|
|
Machine Learning Algorithms
|
CO6062
|
3
|
|
Visual Analytics System Design and Implementation
|
CE5080
|
3
|
5. The program is approved by the curriculum committee of the College of EECS. Any changes will subject to the approval of the committee.