2110774 Data (and AI) Driven Innovations (1/2026)

Zoom Link: https://chula.zoom.us/j/7474759219 

Schedule:

1. Week 1: Course Introduction (Slides)

2. Week 2: How different of innovations to products (Slides)

3. Week 3: Workshop on Data Tools and Technologies (Colab)

4. Week 4: Pandas (VDO, Colab)

5. Week 5: The First Try

   • Seasonal Data Analysis (Colab)

6. First Presentation (Data Source and Rough Idea)

   • Spreadsheet (Link)

7. Eve (Link), Dashboard (Link), สำหรับ Chat AI เข้าร่วมผ่านทางนี้ (Link)

   • Colab ที่ทำงานได้ตลอดเวลาอยู่ที่นี่ (Link)

8. Week 6: How to measure the Innovations (Slides, In class 17 Oct 2026)

9. Week 7: Data Privacy and Ethics

10. Week 8: Visualization and Communication of Data Insights 

11. Week 9: Second Presentation (Detailed Innovation Plan)

12. Week 10: Project update

13. Week 11: Project Update 

14. Week 12: Project Update

15. Week 13: Project Update

16. Week 14: Final Presentation 

Grading

1. Class Attendance 30%

2. First Presentation 20%

3. Second Presentation 20%

4. Final Presentation 30%

Text book: 

1. Tidd, Joe, and John R. Bessant. Managing Innovation: Integrating Technological, Market and Organizational Change. 5th ed., Wiley, 2013.