Machine learning for middle schoolers: Learning through data-driven design

An entire generation of children is growing up with machine learning (ML) systems that are greatly disrupting job markets as well as changing people’s everyday lives. Yet, that development and its societal effects have been given minor attention in computing education in schools, which mainly focuses on rule-based programming. This article presents a pedagogical framework for supporting middle schoolers to become co-designers and makers of their...