ClearML Infrastructure Engineer

This class prepares students for the ClearML Infrastructure Engineer (ClearML-IE) certification. ClearML is an open-source MLOps platform that enables teams to seamlessly track, orchestrate, and scale machine learning workloads across Kubernetes, cloud, and hybrid environments. By the conclusion of this hands-on training, you will return to work with the skills to deploy, secure, and operate a full ClearML environment — from experiment tracking to GPU-powered model serving.

Throughout the course, you will learn to use Helm, Kubernetes, and cloud-native tools to manage ClearML at scale. You’ll configure external data stores, automate agent scaling, integrate with Hugging Face and vLLM, and practice troubleshooting real-world ClearML incidents. The curriculum combines scenario-based labs with production-focused simulations.

Review this course online at https://www.alta3.com/courses/clearml

Students are responsible for ensuring all required accounts, software, licenses, and online resources are accessible and functioning prior to class. See the prerequisites section for more details.