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Anthony from Pretty Printed discusses how to use annotate in Django, explaining that it is similar to using aggregate but serves a different purpose. While aggregate condenses data to a single value, annotate aggregates across different rows and appends the result to individual rows. This allows for more specific results without reducing everything to a single value. Anthony will demonstrate this concept using raw queries in the video.