Course·Beginner

Kubernetes for AI/ML: Container Orchestration for Production ML

Name: Kubernetes for AI/ML: Container Orchestration for Production ML
Availability: InStock

Master Kubernetes for AI/ML workloads—from GPU scheduling and Kubeflow pipelines to KServe model serving, Istio service mesh, and GitOps with ArgoCD. Learn production-grade orchestration for scalable machine learning.

84min

24lessons

6modules

Apr 22, 2026Updated

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02 / Curriculum

The full course map.

6 modules · 24 lessons · ~84 min

Kubernetes for AI/ML: The 2026 LandscapeNo signup4 min

Kubernetes Architecture for ML Engineers4 min

Namespaces & Resource Quotas for ML Teams3 min

kubectl & Debugging for ML Workloads3 min

Quiz: Module 1: Kubernetes Foundations for ML

Kubernetes for AI/ML: Container Orchestration for Production ML

The full course map.

Kubernetes Foundations for ML

GPU Scheduling & Resource Management

Kubeflow & ML Pipelines

Model Serving & Inference

Service Mesh & Networking for ML

Production Operations & GitOps