SemesterFall Semester, 2025
DepartmentSelective Courses of Master Level, International College of Innovation
Course NameCapstone: Practice of Generative AI and Data Science
InstructorPien Chung-pei
Credit3.0
Course TypeElective
Prerequisite
Course Objective
Course Description
Course Schedule

Section 1: AI Computing Equipment Training



Week 1: Introduction of the Course (2025/9/5)

Week 2: Getting Started with AI PC (2025/9/12)

Week 3: Using AMD ROCm for LLM I (2025/9/19)

Week 4: Using AMD ROCm for LLM II (2025/9/26)



Section 2: AI Project Introduction



Week 5: GenAI Literacy (2025/10/3)

Week 6: National Day Holiday (2025/10/10)

Week 7: Project of enterprises need and objectives I (2025/10/17)

Week 8: Anniversary of Taiwan's Restoration and the Victory at Kuningtou Holiday (2025/10/24)

Week 9: Project of enterprises need and objectives II (2025/10/31)



Section 3: AI Project Practice



Week 10: Workshop I (2025/11/7)

Week 11: Workshop II (2025/11/14)

Week 12: Prototype Development I (2025/11/21)

Week 13: Prototype Development II (2025/11/28)

Week 14: Prototype Development III (2025/12/5)

Week 15: Final Paper Development (2025/12/12)

Week 16: Final Presention (2025/12/19)


Teaching Methods
Teaching Assistant
Requirement/Grading

This course's grades will be determined based on your performance in the following areas:



1. Project meetings will be held every Friday evening. Students should attend all meetings and provide a report on their project’s progress.



2. By the conclusion of 5 September’s class, you should establish a team composed of 2-5 of your classmates. Each team should assign a member to email me a list, which should include each team member’s name, email, and university ID.



3. On 7 November, each team should submit a project proposal.



4. Collaborated institutions will establish the deadline for the projects. All teams should submit their work prior to the deadline.



Generative AI Utility Policy



This course focuses on developing advanced applications of Generative AI. We welcome the use of Generative AI in the classroom.



 


Textbook & Reference
Urls about Course
Attachment