ML prediction on streaming data using Kafka Streams

ML Prediction on Streaming Data Using Kafka Streams

Boost the performance of your Python-trained ML models by serving them over your Kafka streaming platform in a Scala application

1. Intro

Suppose you have a robust streaming platform based on Kafka, which cleans and enriches your customers’ event data before writing it to some warehouse. One day, during a casual planning meeting, your product manager raises the requirement to use a machine learning model (developed …

data kafka kafka streams machine learning ml prediction scala streaming streaming data xgboost