Data types in many new applications domains, such as spatial, multimedia and a wide range of scientific applications, are often represented as multi-dimensional data. Data management and query processing techniques for multi-dimensional data are significantly different from the relational data. This course covers a selection of database topics to provide students with the critical thinking of issues related to techniques for multi-dimensional data management and analytics. Spatial and multimedia database management concepts, theories and technologies, from data representation, indexing, fundamental operations to advanced query processing, as well as challenges and solution for high dimensional data will be introduced.