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Advances in AI/ML tooling make it possible for anyone - not just data scientists - to create models that identify business risks, carry on conversations, drive cars, optimise vaccines, and even create art. This session will give an overview of AWS's AI/ML stack and then dive into a demo application: an attempt to teach a computer to reverse engineer knitting patterns, as part of Kris's evolving quest to build the world's first knitting replicator. (Yes, really.)