Supported by a grant from the National Humanities Center's "Responsible Artificial Intelligence Curriculum Design Project," we are designing and implementing a new course on "Data Citizenship and Responsible AI," which will critically examine the role of data in the AI lifecycle and develop concrete socio-technical practices and dispositions to enable greater citizen participation in the construction of a more just and sustainable AI ecosystem.