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In this video tutorial, Machine Learning with Hamza explores the use of stable diffusion in AI art. The tutorial covers how to use stable diffusion on a local machine, as well as how to fine-tune it using text, Roll, and version. The video demonstrates using the free version of Google Collab to fine-tune stable diffusion using a notebook called DreamBooth. Viewers are encouraged to subscribe for more videos on this topic.