How to build a real-time fraud detection pipeline using Faust and MLFlow

Tutorial on building a low latency ML pipeline using a Kafka Streams like library in python (Faust) and a fraud detection model served using MLFlow

Bogdan Cojocar
Towards Data Science
6 min readFeb 14, 2020

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Photo by Jefferson Santos on Unsplash

In this tutorial we will learn to start a Kafka cluster locally, to write a producer that sends…

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