CNCF [Cloud Native Computing Foundation] Courses

Trust in Green: Towards a Cloud Native Approach for Building Sustainable and Reliable Enterprise AI

Discover sustainable AI practices in cloud-native environments, focusing on resource optimization, efficient deployment strategies, and environmentally conscious solutions for enterprise-level artificial intelligence implementations.

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

GenAI Recipes for Cloud Native Deployment Using OPEA Framework

Explore practical cloud-native deployment strategies for GenAI applications using OPEA framework, covering RAG systems, LLMs, and scalable architectures for enterprise-level implementation.

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

End to End LLMOps with Kubeflow - Building and Deploying Scalable GenAI Pipelines

Discover how to build and deploy scalable LLM pipelines using Kubeflow, from custom dataset training to optimization and deployment, while maximizing infrastructure utilization for enterprise AI solutions.

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

The Importance of Designing Single-Resource Controllers in Kubernetes

Dive into the principles of single-resource controller design in Kubernetes, exploring best practices, implementation strategies, and practical insights for building efficient and maintainable controllers.

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

Into Containerd - A Guide to Contributing to the Container Ecosystem

Discover how to contribute meaningfully to containerd, explore its ecosystem, and learn about the upcoming 2.0 release while understanding community collaboration across multiple projects.

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

Building Scalable ML Inferencing Pipelines Using Kubernetes

Discover how to build robust, scalable ML inference pipelines on Kubernetes, focusing on LLM and RAG implementations with automated monitoring and fault-tolerant architectures.

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

Using Kubernetes for Operating Legacy - The Way to Happy Legacy Developers

Discover how to build a self-service platform using Kubernetes to manage legacy applications through GitOps and cloud-native approaches, focusing on minimizing cognitive load and improving developer experience.

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

Unleashing Generative AI with Open Data Hub - A Kubernetes-Based AI/ML Platform Demo

Discover how to implement Generative AI using Open Data Hub, featuring Mistral-based LLMs, RAG integration, and GPU-accelerated infrastructure for building advanced AI applications on Kubernetes.

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

A Deep Dive Into the Current Runtime Security Landscape

Explore current runtime security implementations, their vulnerabilities, and countermeasures while learning to anticipate attack patterns and implement robust protection strategies for cloud environments.

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

Unleashing Observability: Enabling Distributed Tracing in gRPC with OpenTelemetry

Discover how to implement distributed tracing in gRPC applications using OpenTelemetry, focusing on best practices, performance optimization, and effective monitoring of latency bottlenecks.

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

Introduction to Vitess: Scalable Database for Modern Applications

Discover how Vitess enables scalable database management through distributed architecture, query handling, and advanced features for modern cloud-native applications.

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

Modernizing Network Automation: Embracing Cloud-Native Excellence for Scalable Automation Platforms

Discover how to transform traditional network management systems into scalable cloud-native architectures using CNCF technologies like Kubernetes, Istio, and Prometheus for enhanced efficiency and future-readiness.

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

SPIFFE as a Glue for Large Scale Telco Deployments - A Nephio Perspective

Explore how SPIFFE enables secure multi-cluster telecommunications deployments through Nephio, focusing on practical solutions for ORAN and 5G core infrastructure management across distributed environments.

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

Invoking Serverless Functions via gRPC Service Mesh - Securing Authentication with Proxyless Architecture

Discover how proxyless service mesh enables secure authentication with serverless backends through gRPC, exploring new features for vanity URLs and intelligent control plane integration.

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

KubeEdge Deep Dive: Architecture, Use Cases and Project Graduation Updates

Dive into KubeEdge's architecture, exploring its role in edge computing, IoT applications, and recent graduation as a CNCF project. Learn implementation strategies across smart cities and industrial solutions.

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