This lecture provides an overview of the data projects for the course, including milestones such as the first glimpse, proposal, and execution, datasets available, project ideas, and examples of datasets like CMU Movie Summary Corpus, Beer reviews, and Human navigation paths. It also covers the Wikipedia Requests for Adminship, YouNiverse dataset, Coronawiki dataset, and the three main milestones with their respective deadlines and deliverables.