Automate and simplify the building, testing, deployment and monitoring of your ML pipelines and production data. Continuously train, test and deploy your ML models based on changes in your data and business requirements.
Integrate MLRun, Iguazio’s open source framework for orchestrating your ML pipelines, with CI engines to automatically run all ML operations. After each PR and code change, MLRun and the CI engine prepare the data, train models, test, deploy to clusters, monitor the models and send back feedback for retraining and deployment. CI/CD for ML simplifies, streamlines and accelerates the development and deployment process, ensures technological consistency and enables tracking and scalability.
Learn how to implement the data mesh approach to data architecture with the Iguazio MLOps Platform