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Thursday, November 15 • 11:10am - 11:30am
Making Spark ML Models Portable - Know Your Options

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After successfully training ML model with Apache Spark the next task becomes important - how to serve it? One way is to keep using Spark for serving as well, but sometimes it's not desired or possible. For instance if one would like to expose model as HTTP service, run in Docker container or use it on mobile device. This talk explores various approaches of how to allow model portability outside Spark to achieve this.

avatar for Matthew Tovbin

Matthew Tovbin

Software Architect, Salesforce
Matthew Tovbin is a Software Architect at Salesforce, engineering Salesforce Einstein AI Platform, which powers the world’s smartest CRM. He is a co-author of TransmogrifAI (https://transmogrif.ai), an open-source AutoML library for structured data on Apache Spark. Before joining... Read More →

Thursday November 15, 2018 11:10am - 11:30am PST