Machine Learning Streaming with Kafka, Debezium, and BentoML

Creating a real-time price recommender system using modern data-related tools

Introduction

Recently, GitHub announced the expected (and controversial) Copilot, an AI capable of generating and suggesting code snippets with considerably good performance.

However, Copilot is not only impressive for its suggestion capacities — something already achieved in scientific papers — but mainly for the fact that it is an excellent product (and I also say this from the perspective of a user), capable of …

data engineering data science debezium hands-on-tutorials kafka learning machine machine learning streaming