CNCF [Cloud Native Computing Foundation] Courses

CTF Overview and Experience - Preparing for SecurityCon

Prepare for SecurityCon's CTF event with a warm-up session covering container breakouts and Kubernetes misconfigurations. Suitable for all experience levels, learn CTF engagement techniques.

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

Security Champions Program: Scaling Up Cybersecurity Expertise - The What, Why, and How

Explore the importance of Security Champions programs in cybersecurity strategy, including implementation, costs, and benefits for scaling up security expertise in technical teams.

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

Building AutoML Pipelines with Argo Workflows and Katib

Explore AutoML pipelines using Argo Workflows and Katib for efficient model selection and hyperparameter tuning in Kubernetes environments, enhancing MLOps processes.

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

The Future of eBPF in Cloud Native

Explore eBPF's impact on cloud native technologies, covering networking, security, observability, and more. Learn its power, unique features, and future evolution in the ecosystem.

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

Efficient AutoML with Ludwig, Ray, and Nodeless Kubernetes

Explore efficient AutoML using Ludwig and Ray, leveraging heuristics for model production. Learn how Nodeless Kubernetes optimizes GPU resource management, reducing costs in cloud environments.

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

Falco and eBPF: Optimizing Large-Scale Tracing Tools

Explore eBPF's potential in high-throughput scenarios, focusing on Falco's syscall tracing. Learn about challenges, mitigations, and future enhancements for large-scale tracing tools.

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

Protect the Pipe - A Policy-based Approach for Securing CI/CD Pipelines

Explore a cloud-native security framework for CI/CD pipelines using in-toto, Kyverno, and sigstore. Learn to implement policy-based controls and address unique security challenges in modern application delivery.

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

Enhancing the Performance Testing Process for gRPC Model Inferencing at Scale

Explore performance testing for gRPC model inferencing at scale using Kubernetes, KServe, and ModelMesh. Learn about deployment, load testing, and monitoring key metrics.

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

Shrinking Software Attack Surface with WebAssembly and CNCF Wasmcloud

Explore WebAssembly's impact on software development, focusing on portability, security, and streamlined management across diverse environments using CNCF wasmCloud.

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

Component Registry for Kubeflow Pipelines

Explore a component registry for Kubeflow Pipelines, enhancing ML workflow collaboration on Kubernetes. Learn how shared components can streamline common tasks and improve efficiency in machine learning projects.

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

Top 5 Reasons and 5 Myths Debunked to Invest in Securing the Software Supply Chain

Discover key reasons and debunked myths for investing in software supply chain security, with insights on SCIM, SBOM, and SCITT to enhance your SDLC and meet compliance requirements.

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

Real-Time Security: Using eBPF for Preventing Attacks

Explore eBPF's potential for preventative security in cloud-native environments, covering NetworkPolicy enforcement, system call limitations, and advanced attachment points like BPF LSM.

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

Managing Multi-Cloud Apache Spark on Kubernetes

Learn strategies for managing Apache Spark on Kubernetes across multiple clouds, focusing on auto-scaling, scheduling, and observability techniques for efficient data science infrastructure.

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

Vanquishing Vulnerabilities - Preparing for Critical CVEs

Prepare for critical vulnerabilities with tools and practices for container image scanning, policy enforcement, network control, runtime configurations, and behavior monitoring.

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

Debugging Machine Learning on the Edge with MLExray

Explore MLExray for efficient debugging of edge-deployed machine learning models, covering benefits, deployment challenges, and practical demonstrations.

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