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Show introducing all talks and sponsors |
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Keynote: From idea to production: Automate your machine learning workflows with pipelines Antje Barth Senior Developer Advocate - AI & ML at Amazon Web Services |
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Keynote: Responsible AI in Health: From Principles to Practice Tempest van Schaik Biomedical Engineer at Microsoft |
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All 23 talks available on demand Pick and choose what order to watch things in |
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Developing high-quality machine learning models involve many steps. We typically start with exploring and preparing our data. We experiment with different algorithms and parameters. We spend time training and tuning our model until the model meets our quality metrics, and is ready to be deployed into production. Orchestrating and automating workflows across each step of this model development...
AI has made amazing technological advances possible; as the field matures, the question for AI practitioners has shifted from “can we do it?” to “should we do it?”. In this talk, Dr. Tempest van Schaik will share her Responsible AI (RAI) journey, from ethical concerns in AI projects, to turning high-level RAI principles into code, and the foundation of an RAI review board that oversees projects...
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