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:

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