CNCF [Cloud Native Computing Foundation] Courses

Building AI-Ready Platforms - Symphony for Developers and Platform Engineers

Explore adapting platforms for AI applications, focusing on LLM integration, golden paths, and production-grade capabilities. Learn to build an AI-ready platform and implement a composer AI assistant.

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

Building a Large Scale Multi-Cloud Multi-Region SaaS Platform with Kubernetes Controllers

Explore Elastic's architecture for a multi-cloud, multi-region platform using Kubernetes controllers, addressing challenges and leveraging CNCF tools for scalability and efficiency.

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

Future of Intelligent Cluster Ops - LLM-Powered Kubernetes Controllers

Explore AI-powered Kubernetes controllers using LLMs for automated cluster operations, upgrades, and troubleshooting. Witness live demos of speech-enabled controllers for auditing, chaos simulation, and security scanning.

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

Playing Defense: The Reactive Cloud Native Security Battle

Explore cloud native security challenges, including attack surface growth, regulatory pressures, and supply chain complexities. Learn strategies to shift from reactive to proactive security and achieve SLOs.

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

The State of Backstage in 2024

Explore Backstage's latest features, project governance updates, and future roadmap with maintainers Ben Lambert and Patrik Oldsberg from Spotify.

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

Cultural Shifts - Fostering a Chaos First Mindset in Platform Engineering

Explore synergy between Chaos and Platform Engineering to enhance system reliability. Learn to apply chaos-first principles for proactive weakness identification and mitigation, creating resilient platforms.

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

Demystifying Dynamic Resource Allocation - From Myths to Facts

Explore dynamic resource allocation in Kubernetes: its advantages, current state, and future challenges. Learn about custom hardware support, resource sharing, and community feedback needs.

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

Accelerating Kubernetes Data-Intensive Apps with Cloud Native Local Storage

Explore cloud-native local storage solutions for accelerating data-intensive applications in Kubernetes, focusing on AI/ML, middleware, edge computing, and virtualization scenarios.

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

AI, Edge, and Storage in Mining - Real-Time Seismic Analysis Platform

Explore the development of a cloud-native edge AI platform for real-time seismic activity analysis in mines, addressing challenges in data processing, deployment, and storage in resource-constrained environments.

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

OAuth2 Token Exchange for Microservice API Security

Explore OAuth2.0 flows, challenges in microservice environments, and the OAuth2 Token Exchange standard for secure API authentication and identity propagation.

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

Cloud-Native LLM Deployments Made Easy Using LangChain

Discover how to deploy LLM applications efficiently using LangChain and Kubernetes. Learn to streamline NLP components and manage infrastructure for smooth transition from training to real-world scenarios.

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

Self-Hosted LLMs on Kubernetes - A Practical Guide

Practical guide for deploying and managing self-hosted Large Language Models on Kubernetes, covering model selection, containerization, and resource provisioning for enhanced data privacy and flexibility.

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

From UI to Storage - Unraveling the Magic of Thanos Query Processing

Explore Thanos query processing, from UI input to data retrieval and PromQL evaluation. Learn effective Thanos configuration and deployment for highly available Prometheus setups with long-term storage capabilities.

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

Super Reliable Cloud Native Data Processing Using Apache Spark and Cloud Shuffle Manager

Enhance Apache Spark's reliability on Kubernetes with Cloud Shuffle Manager, enabling fault tolerance and cost savings through Spot Instances while maintaining performance for large-scale data processing.

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

Welcome and Opening Remarks - Cloud Native Computing Foundation

Explore cloud native computing advancements and connect with industry leaders in this keynote address by Priyanka Sharma, Executive Director of CNCF, at KubeCon + CloudNativeCon.

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