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[Music] hi everyone my name is sadidal bharacharji i lead the product management team at aws health ai today im going to talk to you about how you can extract information from unstructured medical text accurately and quickly using amazon company and medical so lets begin if you look at the aws ml stack we are innovating on behalf of our customers to deliver the broadest and deepest set of machine learning capabilities for builders of all levels of expertise at each layer of the stack we are investing in removing the undifferentiated heavy lifting so that our customers can move faster at the bottom layer expert practitioners can develop on the framework of their choice as a managed experience in amazon stage maker or use the aws deep learning armies which are machine amazon machine images which are fully configured with the latest version of the most popular deep learning frameworks and tools including pytorch mxnet and tensorflow this set records throughout the year of the fastest t