Canonical Ubuntu Courses

Secure Your AI Workloads with Confidential VMs

Explore confidential AI for secure machine learning in the cloud, protecting sensitive data and intellectual property during training and inference tasks.

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

Introduction to Apache Kafka - Core Concepts and Use Cases

Explore Apache Kafka's fundamentals, history, key concepts, and real-world applications. Learn how to deploy and manage Kafka using Canonical's Charmed Kafka solution.

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

Ubuntu 18.04 Support Extension and Upgrade Options - What You Need to Know

Extend Ubuntu 18.04 support for 5 years with Ubuntu Pro. Learn about security benefits, vulnerability management, and smooth in-place upgrades using AWS License Manager.

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

Secure Your Stack with Ubuntu

Explore Ubuntu's security features, vulnerability management, and enterprise-grade support for secure open-source adoption. Learn how Linux distributions protect systems from threats.

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

Managing Software Operators - Terraform, JAAS, and Multi-Cloud Deployment

Explore Juju and Charms for Infrastructure-as-Code, learn Terraform integration, and master multi-cloud management with JAAS. Gain insights into efficient deployment and operation of applications across distributed environments.

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

Simplifying MongoDB Operations: Best Practices and Management Techniques

Streamline MongoDB operations, explore challenges, and learn best practices for enhanced performance in modern applications using operators for VMs and Kubernetes.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Strengthening Software Operations: Observability, Encryption, and SSO - Operator Day Insights

Strengthen software operations with predictive observability, certificate-based encryption, and simplified SSO. Learn to integrate tools, secure communications, and automate identity management for enhanced efficiency and security.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Mastering Charm Development - Deep Dive into Canonical Software Operators

Gain hands-on experience creating and publishing charms, Canonical's software operators for Juju. Learn charm structure, deployment, and best practices for streamlining software operations.

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

Mastering Software Operators for Data and AI - PostgreSQL, Apache Spark, and Kubeflow

Explore software operators for PostgreSQL, Apache Spark, and Kubeflow. Learn to simplify complex operations, streamline data processing, and navigate MLOps setups for optimal AI workload performance.

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

Introducción al Charm de Loki para Kubernetes - COS-Lite (En Español)

Descubre Loki: su funcionamiento, relaciones, métodos de recepción de logs y uso práctico. Explora el código fuente del charm y su integración con otros componentes en Kubernetes.

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

COS-Lite: Prometheus Scrape Config y Prometheus Scrape Target - Explicación y Uso

Explora los charms Prometheus Scrape Config y Target: funcionalidad, relaciones soportadas, uso práctico y código fuente. Aprende a configurar y utilizar estas herramientas para monitoreo eficiente.

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

An Introduction to Real-Time Linux

Explore real-time Linux: PREEMPT_RT patchset, use cases, and performance implications. Learn about deterministic response times and applications in telco, industrial automation, and robotics.

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

How to Build LLMs with Open Source

Explore LLMs: from basics to advanced applications. Learn to build and implement using open-source tools, overcoming adoption barriers in enterprise settings.

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

El Charm de Prometheus Explicado - COS-Lite en Español

Explora Prometheus y su Charm: funcionalidades, métodos de recolección de métricas, relaciones soportadas y código fuente. Aprende a integrar Grafana Agent para enviar métricas desde otros Charms.

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

Introduction to MLFlow: Managing Machine Learning Workflows

Explore MLFlow's role in managing machine learning workflows, its key components, and how it fits into the MLOps ecosystem. Learn about Charmed MLFlow and its applications.

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