ZenML
ZenML is an open-source MLOps framework that streamlines the deployment and management of machine learning pipelines across any cloud infrastructure, enabling data science teams to rapidly build, test, and scale production-ready models with minimal overhead. By unifying disparate ML tools and cloud services under a single, intuitive interface, ZenML empowers organizations to boost model development velocity by up to 50% while ensuring reproducibility, governance, and cost-efficiency throughout the entire ML lifecycle.
Accelerate ML projects with modular, production-ready code
Automate data versioning and dependency management