Open Educational Resources
Document Type
Assignment
Publication Date
2026
Abstract
In this assignment, students use Excel and ChatGPT to design, analyze, and interpret a regression model. They create visualizations, calculate the regression equation manually, and make predictions before consulting AI-generated feedback on their model’s strengths and limitations. Students then compare their own interpretation with ChatGPT’s insights, summarize their findings, and critically assess the model’s accuracy and real-world usefulness. The exercise develops quantitative reasoning, practical AI application, and reflective evaluation skills.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Comments
For context and a deeper discussion of this assignment’s design and learning goals, please visit the Pressbook Flipping the Pyramid: Developing Critical Thinking Skills with GenAI, where it is featured and analyzed in detail.
https://pressbooks.cuny.edu/flippingbloomai/