CNCF [Cloud Native Computing Foundation] Courses

Mastering GPU Management in Kubernetes Using the Operator Pattern

Learn to manage GPUs in Kubernetes using the operator pattern, covering installation, scaling, lifecycle management, and monitoring. Explore NVIDIA GPU Operator for efficient AI/ML workload handling in Kubernetes clusters.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Kubernetes Is Finally Removing In-Tree Cloud Providers

Explore the removal of in-tree cloud providers in Kubernetes, its challenges, solutions, and impact on the ecosystem. Learn about recent changes and steps for adopting external integrations.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Kubernetes as a Data Platform

Explore Kubernetes as a data platform: scalability, flexibility, and cost-effectiveness for data and AI/ML applications. Learn about ecosystem advances and alignment with data management trends.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Building Container Images the Modern Way

Explore modern container image building techniques for faster CI/CD, smaller images, and improved supply chain security. Learn about OCI images, buildkit, buildpacks, and more.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Kubernetes Security Blind Spot - Misconfigured System Pods

Explore Kubernetes security vulnerabilities in system pods, focusing on misconfigurations that can lead to unauthorized access and data breaches. Learn about real-world exploit chains and mitigation strategies.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Progressive Delivery with Argo Rollouts Tutorial

Learn to implement progressive delivery using Argo Rollouts, covering blue-green and canary deployments, integrated testing, and manual approvals for safer and more controlled application updates.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Thanos' Infinity Stones - Advanced Monitoring Solutions with Thanos

Explore advanced telemetry systems using Thanos for scalable Prometheus-based metrics monitoring, including data-driven decisions, predictive models, and developer platforms.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Swap Smart, Save Big - Optimizing Container Memory Usage

Optimize container memory usage through smart swapping techniques. Learn to monitor usage, configure swapping options, and leverage Kubernetes features for improved resource efficiency and system performance.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

End User TAB Town Hall - Cloud Native Computing Challenges and Solutions

Interactive session exploring real-world challenges and triumphs in implementing cloud native solutions, featuring insights from end users on scaling infrastructure and fostering open source culture within organizations.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Label Wrangling - Managing Kubernetes Labels for Effective Cluster Management

Explore advanced Kubernetes label strategies for effective cluster management. Learn to standardize and enforce labeling practices using AI, improving ops, finops, sustainability, and security.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

How to Stabilize a GenAI-First Modern Data LakeHouse - Provisioning 20,000 Ephemeral Data Lakes per Year

Explore strategies for stabilizing GenAI-first data lakehouses, including auto-building lightweight data lakes on K8s and scaling failure insights with OpenTelemetry, to enhance platform reliability and innovation.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

The Leading Edge of Authentication and Authorization with Keycloak

Explore cutting-edge authentication and authorization with Keycloak, including Passkey, OAuth 2.1, decentralized identity, and fine-grained authorization using Open Policy Agent.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Document Your Career Path with Kubernetes SIG Docs

Learn how contributing to Kubernetes documentation can shape your career in open source. Discover impactful ways to contribute, hear from industry experts, and explore opportunities for growth in the cloud native ecosystem.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Cloud Native Batch Computing with Volcano - Updates and Future

Explore Volcano's latest advancements in cloud native batch computing, including LLM training optimization, GPU acceleration, and resource utilization improvements for AI and big data workloads.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Dragonfly V2.2.0 - Introduction, Updates, and Applications in AI and Serverless Computing

Explore Dragonfly V2.2.0's efficient file distribution and image acceleration for cloud-native architectures, focusing on AI model distribution and serverless function optimization.

• YouTube
• 26 minutes
• Self-Paced
• Free Video