Canonical Ubuntu Courses

How to Build LLMs with Open Source - Episode 1

Explore large language models, their enterprise adoption, use cases, and open-source tools for building LLMs in this comprehensive AI training.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Security and Real-Time Linux in the Automotive Industry

Explore modern IT solutions for connected vehicles, including real-time Linux, OTA updates, and open-source best practices for automotive safety and innovation.

• YouTube
• 26 minutes
• On-Demand
• Free Video

AI Storage with Ceph - Optimizing Storage for AI/ML Workflows

Explore AI's impact on storage systems and how Canonical Ceph can optimize AI/ML workflows for faster insights and innovation.

• YouTube
• 53 minutes
• On-Demand
• Free Video

PostgreSQL Extensions: Covering Multiple Use Cases

Explore PostgreSQL's extensibility to cover diverse use cases, from analytics and geospatial data to AI/ML and time series, saving time and resources.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Discover Real-Time Kernel on Ubuntu 24.04 LTS and Raspberry Pi

Explore advancements in Real-time Ubuntu 24.04 LTS, its applications across industries, and integration with Raspberry Pi hardware for latency-sensitive and deterministic performance.

• YouTube
• 48 minutes
• On-Demand
• Free Video

An Introduction to Ubuntu Core 24

Discover Ubuntu Core 24's architecture, tooling, and new features for enhanced device management, graphics support, and cybersecurity-compliant solutions.

• YouTube
• 35 minutes
• On-Demand
• Free Video

AI on the Edge - Challenges, Benefits, and Implementation Strategies

Explore AI at the edge: challenges, security, scaling, benefits, use cases, and open source solutions. Learn to build effective edge AI architectures for IoT applications.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Best Practices for Scheduling Security Patching Automations

Discover optimal security patching strategies for Ubuntu, exploring automation tools and maintenance intervals to minimize risk and maximize system protection.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Vector Databases for Generative AI Applications

Explore vector databases' role in generative AI, covering concepts like RAG and efficient open-source tools for building AI applications.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Introduction to Juju and Charms - Charm Unit and Integration Testing - Part III

Learn to write unit and integration tests for charm code using Harness, Scenario, and pytest-operator in this advanced Juju and Charms session.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Secure AI Workloads with Confidential VMs

Explore hardware-rooted confidential AI for secure ML training, inference, and data analytics in the cloud, addressing privacy concerns and regulatory compliance.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Kubernetes Orchestration for AI Workloads: How to Optimize It - Episode 6

Explore Kubernetes orchestration for AI workloads, optimizing cloud-native applications and simplifying data scientists' workflows. Gain insights into maximizing potential and addressing AI-specific use cases.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Introduction to Juju and Charms - Observability and Developer Tools - Part II

Develop charm relations, integrate nginx with COS Lite observability stack, and master debugging techniques for Juju charms. Learn unit testing with scenarios and explore developer tools.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Introduction to Juju and Charms - Part I: Juju, Charms, and Integrations

Develop a demo Charm for Nginx deployment on LXD Juju controller, integrating with a tester charm. Learn core Juju concepts, terminology, and hands-on charm development techniques.

• YouTube
• 1 hour 48 minutes
• On-Demand
• Free Video

All About Ops: DataOps, MLOps, DevOps, AIOps

Explore DataOps, MLOps, DevOps, and AIOps with Michelle and Andreea. Discover how these practices optimize enterprise data, machine learning, and AI projects for improved efficiency and quality.

• YouTube
• 29 minutes
• On-Demand
• Free Video