jaumpedro214 / ml-streming-kafka-cdc

Deploying a Machine Learning model streaming application with Apache Kafka

Machine Learning Streamming with Kafka, Debezium and BentoML

This is a personal project created to simulate a Machine Learning real-time application.

Dependencies

• Python 3.8+
• Docker and Docker-compose

How to run this project

Just follow the steps:

1. Execute the script build.sh to train and deploy the machine learning model with BentoML
2. Execute docker-compose up --build