Use MLflow to manage your machine learning (ML) projects, models, and registry directly from your Astro pipelines. MLflow is an open-source platform for managing the full ML lifecycle, from experimentation, to reproducibility, to deployment. By combining MLflow with Astro you can integrate your ML work with your larger data ecosystem, reaching new levels of automation through easily maintainable and scalable pipelines.
By using the automation and orchestration of Airflow together with MLflow’s core concepts, your data team can easily standardize, share, and iterate through ML experiments. Astro is the perfect tool to schedule all your MLflow jobs in one central place. Covering all the steps from extraction to publication, you can automate your MLOps data with Astro.