An open-source platform integrates LEGO robotics with web visualizations to teach KNN, linear regression, and Q-learning to middle and high school students, with pre-post surveys showing improved self-reported understanding after a two-day course.
Principles of Explanatory Debugging to Personalize Interactive Machine Learning,
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Teaching Machine Learning Fundamentals with LEGO Robotics
An open-source platform integrates LEGO robotics with web visualizations to teach KNN, linear regression, and Q-learning to middle and high school students, with pre-post surveys showing improved self-reported understanding after a two-day course.