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PAPIs 2018 has ended
Wednesday, October 17 • 11:00am - 11:10am
Putting five ML models to production in five minutes

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They say that model deployment is the most challenging step in a data science workflow.

The aim of this presentation is to prove them wrong. We will be training five ML models using five different ML frameworks (R, Scikit-Learn, Apache Spark, H2O.ai and XGBoost) and making a unified production-grade cloud deployment - everything in under five minutes!

The workflow is based on free and open-source software. Attendants will be enticed to replicate the workflow and join the model deployment-fest while the clock is ticking.

Presentation's homepage (README and all scripts) is located at https://github.com/openscoring/papis.io

Speakers
avatar for Villu Ruusmann

Villu Ruusmann

CTO, Openscoring OÜ
Founder and CTO of Openscoring.IO


Wednesday October 17, 2018 11:00am - 11:10am
Deborah Sampson

Attendees (47)