Beam Summit 2022 - Online clustering and semantic enrichment of textual data with Apache Beam
Channel: Apache Beam
Date: 2022-08-03

Session presented by Konstantin Buschmeier at Beam Summit 2022.

In this talk, Konstantin, Machine Learning Engineer at ML6,  looks at some Apache Beam design patterns and best practices that you can use to successfully build your own Machine Learning workflows. He explains examples of applying Apache Beam to solve real-world problems, such as real-time semantic enrichment and online clustering of text content. He also explains how to use Beam efficiently as an orchestrator for Machine Learning services and how to design your entire system with scalability in mind.