This assignment is from Hands-On AI Projects for the Classroom: A Guide for Electives Teachers, on the ISTE website. The summary from the site explains:
In this project, students will think about how experts classify information about a specific subject, then transfer that knowledge to think about how AI can classify large sets of data and use that information to make decisions to solve real-world problems. They will apply this knowledge to create a guessing game based on their coursework. This project would be great for synthesizing knowledge at the end of a course unit or for reviewing content-area knowledge at the end of the year.
Key Features of This Assignment
- Decision Tree Classification
- Students learn to use decision trees to classify data, which enhances their understanding of classification algorithms and decision-making processes.
- AI and Data Science Concepts
- The project introduces students to AI and data science, focusing on how AI algorithms analyze and classify large data sets, an essential skill in technical writing and data analysis.
- Interactive Learning
- By creating and testing their own AI-based guessing games, students engage in hands-on, interactive learning, which reinforces their comprehension and application of AI concepts in practical scenarios.