DevConf Courses

Creating Your Own LLM Tuning Platform with Open Source Technologies

Explore open-source LLM tuning techniques using FMS HF Tuning. Learn architectural integration, various tuning methods, and deployment on Open Data Hub for enhanced AI solutions.

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

Data Security and Storage Hardening in Rook and Ceph

Explore Rook and Ceph's security model, examining hardening options for various threat profiles. Learn about encryption, access controls, and containerization benefits for robust data protection.

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

Zero-Instrumentation Observability Based on eBPF

Explore eBPF-based telemetry data collection for enhanced system observability, covering metrics, logs, traces, and container activities for efficient troubleshooting.

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

Understanding LLM Benchmark Quality - Who Watches the Watchmen?

Explore LLM benchmarks' effectiveness in measuring model performance. Gain insights into evaluating language models beyond leaderboards for informed decision-making in AI applications.

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

Gotta Go Fast: How We Started the Ubuntu High-Performance Computing Team

Explore the formation of Ubuntu's HPC community team, their collaborative efforts in developing Charmed HPC, and strategies for addressing challenges in open-source HPC ecosystem engagement.

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

Building the Community Enterprise Operating System through CentOS Stream

Explore CentOS Stream's role in shaping Enterprise Linux's future, its community impact, and the CentOS Hyperscale SIG's contributions to the ecosystem.

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

Linux Kernel Dynamic CPU Isolation

Explore dynamic CPU isolation in Linux kernels for containerized environments, enhancing workload performance and resource utilization.

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

How to Build Collaboration and Influence Open Source Projects

Develop skills to drive change and boost effectiveness in open source communities. Learn strategies for proposing large-scale changes and advancing to maintainer roles.

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

Cloud-Native Hardware in the Loop Testing with Jumpstarter

Explore cloud-native hardware-in-the-loop testing for edge devices using Jumpstarter, streamlining CI/CD pipelines and development workflows for software stacks on specific hardware.

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

Enter the Brave New World of GenAI with Vector Search

Explore GenAI's evolution, key concepts, and Vector Search implementation. Gain insights into benefits and challenges of this transformative technology in the AI landscape.

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

Super Accessible No Math Intro to Neural Networks for Beginners

Discover neural networks through intuitive examples, understanding their purpose, functionality, limitations, and pitfalls to better grasp the AI/ML landscape.

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

Truth-Seeker: Using LLM Agents to Build and Verify Knowledge Bases

Explore how LLM agents construct and validate knowledge bases, enhancing data quality for improved AI training and information retrieval.

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

How Generative AI and Automation Can Revolutionize Certification Study

Explore how AI and automation revolutionize technical certification preparation. Learn time management, study tips, and success strategies from experienced test-takers across various certifications.

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

Observability and Instrumentation via OpenTelemetry - Lecture 1

Explore observability basics, instrumentation, and OpenTelemetry standardization. Learn to implement tracing in Python with open-source examples.

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

Open Education in the New England Research Cloud (NERC)

Explore the Open Education Project's architecture, leveraging open-source tech for accessible, high-quality educational materials. Learn about NERC infrastructure and OpenShift AI deployment for large-scale courses.

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