AWS re:Invent 2021 - ML with Metaflow and Kubernetes: Prototype to production on Amazon EKS

Data science is hard. At AWS re:Invent 2019, Netflix addressed the data science challenge by open-sourcing Metaflow, their human-centric framework for data science. Two years and 4,400 GitHub stars later, Metaflow is helping other organizations standardize their data science pipelines and seamlessly move from prototype to production. However, a wider array of users results in a need for wider infrastructure support, and Metaflow is there to meet users where they are. This session explores data science pipelines on Amazon EKS and other open platforms and details how Metaflow is bringing its human-centric vision to the Kubernetes ecosystem. Learn more about re:Invent 2021 at Subscribe: More AWS videos More AWS events videos ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is