讲座 is more formal and academic than 课 (class). It usually refers to a one-time or special lecture, often by a guest speaker, rather than a regular class.
grammar
Common collocations: 举办讲座 (hold a lecture), 听讲座 (attend a lecture), 做讲座 (give a lecture).
