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The first half of this seminar course consists of non-mathematical introductions to, and discussions of, the fundamental motivations, vocabulary, and methods behind computational techniques of particular use for humanistic research. The second half combines selected readings chosen to address specific questions raised by these discussions with hands-on application to students' research goals. Each participant will lead discussion for one of the selected readings relevant to their interests.