The goal of this course is to provide knowledge necessary for research and development in text and multimedia mining as well as in semantic technologies. The competencies of the students completing this course successfully would include understanding of basic concepts, methods and techniques for text mining and cross modal data analysis as well as semantic technologies including usage of the relevant tools needed for research and development in the area.