This lecture covers the concepts of OLAP data models, focusing on multidimensional and relational approaches. It explains how numeric measures are related to dimensions, the storage options for multi-dimensional data, star schema design, snowflake schema as an alternative, and the importance of hierarchies in dimension tables.