Bosch DataOps: NLP Development and Pipeline Orchestration on Kubernetes

Watch a conference talk from Data Science Conference Europe 2023 where Igor Stranjanac and Filip Novovic explore how Bosch implements DataOps practices for NLP development using Kubernetes. Learn about their journey from proof-of-concept to production-ready systems, with detailed insights into their in-house solution that empowers developers and NLP researchers. Discover how they leverage key technologies like Argo Workflows, MLflow, and Seldon within an AWS cloud environment to enable pipeline orchestration, task parallelization, and efficient scheduling. Gain valuable knowledge about integrating infrastructure tools like Terraform and Flux to create a comprehensive DataOps and MLOps ecosystem that streamlines the machine learning lifecycle.