Visualization and game design for data science and machine learning.
Visualization showing a multi-dimensional breakdown of model performance.
When Accuracy Isn't Enough
Article published in Towards Data Science about how visualization and game design can help move data science beyond summary metrics to understand nuances of model behavior. Discusses creating spaces for interactive co-creation of intelligent systems and draws parallels to participatory design.