10. Field study design

Week 10 (April 6)

Study design for design questions and theoretical questions

• Housekeeping
• Study design for design questions and theoretical questions
• Evaluation of LLMs
• Error analysis
• Working with analytics
• Hands-on introduction to machine learning: APIs and self-hosted models

• Large Language Models in Education
• Assignments
• Schedule
• 1. (Snow day)
• 2. Introductions
• 3. Design frameworks
• 4. Designing AI tools
• 5. Designing for/in context
• 6. How do LLMs work?
• 7. Prototyping
• 8. Planning a field study
• 9. Critiques
• 10. Field study design
• 11. Quantitative data analysis
• 12. Data analysis workshop
• 13. Writing workshop
• 14. LLMs in Education Expo