Las Vegas, Nevada
AWS re:Invent 2019 is the Amazon Web Services annual user conference dedicated to cloud strategies, IT architecture and infrastructure, operations, security and developer productivity.
Join Weaveworks and 65,000 attendees for five action-packed days of technical content, hands-on learning, keynote announcements, a multi-venue Partner Expo, evening events, and more.
Find us at booth #725 at the Sands Expo Convention Center in Las Vegas.
Open FinTech Forum
We're sponsoring the Open FinTech Forum, an event which focuses on the intersection of financial services and open source through technologies such as Containers, Kubernetes, ML/AI. We hope to see you there!
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Using MLOps to Bring ML to Production with David Aronchick
Have you ever struggled with having different environments to build, train and serve ML models, and how to orchestrate between them? While DevOps and GitOps have made huge traction in recent years, many customers struggle to apply these practices to ML workloads. This talk will focus on the ways MLOps has helped to effectively infuse AI into production-grade applications through establishing practices around model reproducibility, validation, versioning/tracking, and safe/compliant deployment. We will also talk about the direction for MLOps as an industry, and how we can use it to move faster, with more stability, than ever before.
Speaker: David Aronchick, Head of Open Source ML Strategy, Microsoft
Bio: David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this.
Previously, David led product management for Kubernetes at Google, launched GKE, and co-founded the Kubeflow project. David has also worked at Microsoft, Amazon and Chef and co-founded three startups.
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