DevConf Courses

Generative AI and Data Mesh: Transforming Observability in the Edge-to-Cloud Era

Explore how Generative AI and Data Mesh architecture revolutionize enterprise observability, enabling advanced anomaly detection, automated root-cause analysis, and domain-focused insights across edge-to-cloud systems.

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

Sustaining the Future: Best Practices for Open Source Project Longevity

Discover essential strategies for ensuring open source project sustainability with Red Hat OSPO's Brian Proffitt, covering community building, documentation, and financial support models for long-term project success.

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

Infrastructure as API: The Secret Ingredient to Your Platform Engineering Efforts

Explore the shift from Infrastructure as Code to Infrastructure as Data with Crossplane, learning how to build control planes and APIs for Internal Developer Platforms with better CNCF tool integration.

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

From Fragmented to Unified: Transforming Management and Governance of Data and AI Assets

Explore how Unity Catalog addresses data fragmentation and governance challenges in finance and healthcare, offering centralized management with fine-grained access controls for sensitive data across multiple formats and systems.

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

RHEL AI: Best Practices and Optimization Techniques to Achieve Accurate Custom LLM

Discover best practices and optimization techniques for customizing Large Language Models with RHEL AI, covering data preparation, training, evaluation, and prompt engineering for optimal accuracy.

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

Human Machine Collaboration: Redefining Visual Testing with AI

Explore how AI-powered visual testing enhances software development through image comparison algorithms, machine learning models, and human-in-the-loop approaches to improve efficiency, quality, and market delivery.

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

Adapting Open Source CNI Plugins for IPAM

Explore how Kubernetes assigns IP addresses to pods through IPAM plugins, examining different approaches to tackle IP exhaustion challenges in container networking environments.

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

Scaling Down to Scale Up: Small Language Models for Large Scale Educational Impact

Explore how Small Language Models (SLMs) can transform education by offering personalized learning solutions in resource-constrained settings, making AI-powered education more accessible, affordable, and adaptable to local needs.

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

Revolutionizing APIs: Harnessing the Power of OpenAPI

Explore how OpenAPI transforms API development with automated documentation, testing, and version control, enabling faster scaling, improved quality, and streamlined integrations across teams.

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

Benchmarking LLMs: Metrics, Challenges, and Best Practices for Evaluation

Explore benchmarking metrics for LLMs, covering evaluation challenges, best practices, and ethical considerations for enterprise adoption, with insights on qualitative and quantitative assessment techniques.

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

Consume Existing Ceph Storage in Kubernetes with Rook

Discover how to integrate existing Ceph clusters with Kubernetes using Rook, focusing on security best practices and tenant setup with limited permissions for production environments.

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

Leveraging Ansible and AWX Integration in Foreman

Discover how to integrate Ansible and AWX with Foreman to enhance infrastructure automation, streamline provisioning, and efficiently manage diverse environments from a unified interface.

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

AI Customization: From Seed Questions to Production-Ready LLMs with InstructLab

Discover how InstructLab democratizes AI by enabling professionals to create customized language models through quality seed Q&A pairs, efficient deployment, and open-source collaboration.

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

Delegation is a Love Language

Discover how effective delegation can be a gift, with practical examples of good and bad practices, and learn to make delegation beneficial for both parties.

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

Revolutionize Your OS Deploy and Management with Bootc Containers

Discover how bootc containers revolutionize OS deployment and management through container images, exploring evolution, best practices, use cases, and fleet management workflows.

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