Timetable
Weekly Schedule Overview
The course runs for 13 weeks with lectures on Saturdays and tutorials on Thursdays and Fridays.
Class Format
Lecture Structure (2h 50min)
- Main Lecture: 1 hour
- Interactive Activities: 30 minutes
- Discussions / Q&A: 30 minutes
- Break: 10 minutes
Tutorial Structure (50min)
- Mini Lecture: 15-25 minutes
- Hands-on Practice / Q&A: 35-45 minutes
Detailed Weekly Schedule
| Week | Date | Topic | Tutorial | Assignment |
|---|---|---|---|---|
| Week 1 | Sep 6, 2025 | Introduction of Course and Basics of Neural Networks | - | - |
| Week 2 | Sep 11-12, 2025 | Tutorial 1: Hugging Face | Tutorial 1 | - |
| Sep 13, 2025 | Generative AI: New Opportunities and Problems for Creativity | |||
| Week 3 | Sep 18-19, 2025 | Tutorial 2: Accessible LLM Services | Tutorial 2 | - |
| Sep 20, 2025 | Mind Your Words! Generative AI of Language | Assignment 1 | ||
| Week 4 | Sep 25-26, 2025 | Tutorial 3: Accessible Reasoning LLM Services | Tutorial 3 | - |
| Sep 27, 2025 | Watch Your Language! Better Communication Skills with LLM | Assignment 2 | ||
| Week 5 | Oct 2-3, 2025 | Tutorial 4: Accessible LLM Agent Services | Tutorial 4 | - |
| Oct 4, 2025 | From Words to Wisdom! Autonomous and Reasoning LLM | Assignment 3 | ||
| Week 6 | Oct 9-10, 2025 | Tutorial 5: ComfyUI & Accessible Image Generation Services | Tutorial 5 | - |
| Oct 11, 2025 | A Picture is Worth a Thousand Words! Generative AI of Images | Assignment 4 | ||
| Week 7 | Reading Week | No Tutorial | - | - |
| Oct 18, 2025 | Guest Lecture from Industry | |||
| Week 8 | Oct 23-24, 2025 | Tutorial 6: Monitoring and Governance of Generative AI | Tutorial 6 | - |
| Oct 25, 2025 | Information Day - No Lecture | |||
| Week 9 | Oct 30-31, 2025 | Tutorial 7: Accessible Video Generation Services | Tutorial 7 | - |
| Nov 1, 2025 | Lights, Cameras and Action! Generative AI of Videos | Assignment 5 | ||
| Week 10 | Nov 6-7, 2025 | Tutorial 8: Accessible Music Generation Services | Tutorial 8 | - |
| Nov 8, 2025 | From Eyes to Ears! Music and Sound Generation | Assignment 6 | ||
| Week 11 | Nov 13-14, 2025 | Tutorial 9: Accessible 3D Generation Services | Tutorial 9 | - |
| Nov 15, 2025 | Shape the Future! Generative AI of 3D | Assignment 7 | ||
| Week 12 | Nov 22, 2025 | Group Project Presentation I | - | - |
| Week 13 | Nov 29, 2025 | Group Project Presentation II | - | - |
Important Dates
Key Deadlines
- Assignment submissions are due on the dates listed above
- Group project presentations: Week 12 & 13
- Final project reports: TBD
Special Schedule Notes
- Week 7: Reading Week - No tutorials, but guest lecture on Oct 18
- Week 8: Information Day - No lecture on Oct 25
- Weeks 12-13: Group presentations with all TAs as judge panel members
Tutorial Topics Detail
Tutorial 1: Hugging Face (Week 2)
TA: Lin Li
- Introduction to Hugging Face platform
Tutorial 2: Accessible LLM Services (Week 3)
TA: Fan Yang
- Overview of available LLM services
Tutorial 3: Accessible Reasoning LLM Services (Week 4)
TA: Yuqing Wang
- Advanced reasoning capabilities
Tutorial 4: Accessible LLM Agent Services (Week 5)
TA: Lingrui Xu
- Introduction to AI agents
Tutorial 5: ComfyUI & Accessible Image Generation Services (Week 6)
TA: Chengqi Duan
- ComfyUI interface and workflow building
Tutorial 6: Monitoring and Governance of Generative AI (Week 8)
TA: Mengyao Cui
- AI safety and ethical considerations
Tutorial 7: Accessible Video Generation Services (Week 9)
TA: Jintao Lin
- Video generation platforms
Tutorial 8: Accessible Music Generation Services (Week 10)
TA: Baiyue He
- Music composition with AI
Tutorial 9: Accessible 3D Generation Services (Week 11)
TA: Yi Chen
- 3D model generation
For specific questions about course content or logistics, please contact the teaching team through email.
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