This page presents the recordings of the seminar course on HD/VSA titled "Computing with High-Dimensional Vectors". The course was organized by Redwood Center for Theoretical Neuroscience and Berkeley Wireless Research Center at UC Berkeley during fall 2021. The course consisted of twelve modules. A lecture within each module was given by one of the instructors or an invited lecturer.