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Analytic Deployment – See it live!
February 9, 2017 @ 5:00 pm - 7:00 pm
Speaker: Stu Bailey, CTO, Open Data Group
Title: Discover the difference between analytic design and analytic deployment
Who We Are: Open Data Group is the analytics deployment company. We provide software and abstractions which allow safe, repeatable analytic deployment a scale. Our analytic engine, FastScore, is designed to enable any model type, from any data science language to quickly deploy into production IT systems. Our customers see order of magnitude reduction in the time it takes to operationalize their data science assets.
Abstract: What is the difference between analytic design and analytic deployment? Isn’t it easy to simply deploy your latest RNN? Not without the right tools! Come join us with ODSC as we discuss the basic requirements to quickly and efficiently deploy your latest data science models at scale. We will have a brief talk on the primary deployment concepts of Analytic Engines, Model Interchange Formats, Analytic Lifecycle Management, and Analytic Deployment Metrics and Benchmarks.
Then we will dive into a live demo, and see what it really takes to deploy models. A Python based GBM? Sure! How about the same model in R? No problem. Can we see an RNN deployed as well? Absolutely!
*We will wrap up with a lively Q&A session.