ClearML Systems Administrator
Master the end-to-end administration of ClearML, equipping you to architect, secure, and monitor multi-tenant MLOps environments at enterprise scale.
ClearML Systems Administrator Course Overview
The ClearML Systems Administrator course at Alta3 Research Labs is a definitive, hands-on training program for Systems Administrators and DevOps Engineers tasked with deploying and securing enterprise-grade MLOps environments. Moving beyond basic usage, students dive deep into the Alta3 lab environment—assisted by VIRGIL, our AI Lab Coach—to master the underlying topology of ClearML, including the complex relationships between Servers, Agents, and Kubernetes. You will learn to architect robust data flows, manage external data stores like MongoDB and Elasticsearch, and handle secrets securely, ensuring you understand not just how to use the platform, but how to own the infrastructure that powers it.
A critical focus is placed on transforming standard deployments into secure, multi-tenant ecosystems suitable for large organizations. Participants will master identity integration via OIDC and SSO, implement strict Role-Based Access Control (RBAC), and govern isolated tenants mapped to specific resources. The training culminates in a rigorous Capstone Lab covering "Day-2" operations, where you will deploy Prometheus and Grafana for observability, troubleshoot agent queues, and provision a new tenant end-to-end. By the end of this course, you will possess the specialized skills to architect and maintain a resilient, scalable ClearML platform that satisfies enterprise security and operational standards.
Review this course online at https://www.alta3.com/courses/clearml-sa