How to embed a Spark ML Model as a Kafka Real-Time Streaming Application for Production Deployment

Jan Teichmann
Towards Data Science
11 min readFeb 26, 2020

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The 2 Types of Model Deployment for Scoring in Production

Today’s data scientists can rely on a rich set of high quality open source tools, frameworks and libraries to train models. Training a model has never been easier and can be done in just a few lines of…

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