DevConf Courses

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

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

Building Trust with Large Language Models - Evaluation Techniques

Explore LLM evaluation techniques, from traditional metrics to specialized methods, to assess model performance and build trust in real-world applications.

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

To Cooperate or to Betray? Decoding the Tester's Dilemma

Explore game theory's Prisoner's Dilemma applied to software testing, examining strategic decisions, collaboration challenges, and long-term consequences. Gain insights for fostering trust and teamwork.

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

Towards Stronger Checks on Dependencies and Compose Inputs in Fedora

Explore advancements in Fedora's automated testing, focusing on critical path updates, integration tests, and potential improvements for package dependencies and compose inputs.

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

AI Lab Recipes: Cooking up AI Applications on your Laptop

Explore ai-lab-recipes: a GitHub repo for building AI apps on your laptop without cloud platforms or specialized hardware. Learn to create a local code generation assistant easily.

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