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Thursday, November 8 • 3:00pm - 3:50pm
PRO TALK: Move Your Data Science Models into the Real World with Stream Processing

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Are you ready to take your algorithms to the next steps and get them working on real-world data in real time? We will walk through an architecture for taking a Machine Learning model from Training into deployment for inference within an Open Source platform for real-time stream processing. We will discuss the typical workflow from Data Exploration to Model Training through to real-time Model Inference (aka Scoring) on streaming data. We'll demonstrate a working example of a Machine Learning model being used on streaming data within Hazelcast Jet, an extremely powerful platform for distributed stream processing. We will also touch on important considerations to ensure maximum flexibility for deployments that need the flexibility to run either OnPremise or in Cloud.

Speakers
avatar for John DesJardins

John DesJardins

Community Advocate and CTO for N. America, Hazelcast
John DesJardins is currently Community Advocate and CTO for North America at Hazelcast, where he is championing the growth of our Developer and Customer Community. His expertise in large scale computing spans Microervices, Cloud, Big Data, Internet of Things, and Machine Learning... Read More →


Thursday November 8, 2018 3:00pm - 3:50pm
Workshop Stage 2