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Data annotation is the process of labeling datasets for ai training. Explore experimental design and data annotation techniques in this lecture from cmu's advanced natural language processing course. These datasets can be images, text, audio, or video. The data annotation course offers a comprehensive exploration of fundamental principles and practices in data annotation, spanning text, images, audio, and video formats.