Course Development with AI
A Professor's Journey in Computational Pedagogy
About this Project
This blog documents my experience developing a new "Machine Learning on Graph Data" course using AI assistance. I'm systematically comparing AI-generated interactive materials with traditional approaches, focusing on student learning outcomes, development efficiency, and pedagogical effectiveness.
- Effective prompting strategies for educational content creation
- Comparative analysis of AI-assisted vs. traditional materials
- Student engagement and learning outcome assessment
- Development time and resource optimization
- Best practices for web deployment of interactive content
Reflections
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Have experiences with AI in education? Questions about the research process? I'd love to hear from fellow educators and researchers.
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Prompting Strategies
Effective techniques for educational content generation
Coming Soon
Detailed analysis of prompt engineering techniques for creating educational materials...
Materials Comparison
AI-assisted vs traditional content development
Coming Soon
Systematic comparison of learning materials created with and without AI assistance...
Student Feedback
Assessment methods and student response data
Coming Soon
Methods for collecting and analyzing student feedback on AI-generated materials...
Lessons Learned
Patterns and insights from the course development process
Coming Soon
Insights and lessons from developing and teaching the course with AI generated materials.
Technical Setup
Tool stack and deployment
Coming Soon
Detailed description of the technical setup and deployment of the course materials...
Useful Resources
Links and references for further exploration
Coming Soon
A curated list of resources and references for further exploration...