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7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools.
Panel data analysis with fixed and random effects models
10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.
Curated guide to generative AI covering LLMs and diffusion models
27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer vision. Design: covers frameworks, benchmarks, paper reproduction, and AI research workflows.
Papers on LLMs for IT operations and AIOps research
10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.
| name | education-skills |
| description | 7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools. |
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| academic-study-methods | Evidence-based study techniques for academic learning and retention |
| assessment-design-guide | Psychometrics and educational assessment design for researchers |
| curriculum-design-guide | Systematic approaches to curriculum design using backward design and alignment |
| educational-research-methods | Quantitative and qualitative research methods for education studies |
| learning-science-guide | Evidence-based learning science principles for educational research and practice |
| mooc-analytics-guide | Analyzing MOOC data, learning analytics, and online education metrics |
| open-syllabus-api | Analyze most-taught books and texts via Open Syllabus analytics |
