Canonical Ubuntu Courses

MicroCloud 2.1.0 LTS - Deployment and Scaling Tutorial

Discover how to deploy and scale MicroCloud 2.1.0 LTS, from single-node setup to creating a highly available cluster, with enhanced security features and flexible initialization options.

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

How to Build a Cloud Native Data Lake with Open Source Technologies

Discover how to deploy a Kubernetes-based data lake using open source tools, from initial setup to running a complete prototype platform on your local machine.

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

Building Machine Learning Pipelines with Kubeflow

Master building ML pipelines using Kubeflow's components, from key considerations to best practices, and learn effective implementation strategies for scaling machine learning projects.

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

Getting Started with OpenSearch and OpenSearch Dashboards

Learn to set up and use OpenSearch for powerful search and analytics. Master cluster configuration, dashboard creation, and best practices for effective data visualization and management.

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

Navigating Multi-Cloud Database Deployments with MySQL for Maximum Uptime

Master multi-cloud MySQL deployment strategies to enhance system resilience, prevent vendor lock-in, and achieve maximum uptime through group replication and ClusterSet technology across different providers.

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

Setting Up a Multi-Node Kafka Cluster for CI Testing

Master setting up and managing a lightweight multi-node Kafka cluster for CI/CD environments, enabling efficient development and testing of streaming applications with GitHub Actions.

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

Building a Browser Rendering Engine in Rust - The Servo Project

Explore the evolution of Servo, a web rendering engine built in Rust, and discover how its memory safety and concurrent design are revolutionizing browser technology and web standards implementation.

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

End-to-end Generative AI Workflows for Developers

Discover how to deploy and scale Meta Llama 3.1 models using NVIDIA NIM, KServe, and PEFT techniques in a Kubernetes environment, with practical demonstrations of enterprise-grade AI workflows.

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

Optimizing ML Workloads on Kubernetes

Enhance ML project efficiency on Kubernetes: optimize resource usage, improve scheduling, and streamline production deployment using open-source solutions.

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

Accelerate .NET Development and Deployment on Ubuntu

Optimize .NET development on Ubuntu with expert guidance, explore chiselled containers, and enhance security for seamless integration and deployment processes.

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

Cyber Resilience Act Impact on Device Manufacturers

Explore the Cyber Resilience Act's impact on device manufacturers, focusing on cybersecurity requirements, vulnerability management, and compliance strategies.

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

Understanding the Cyber Resilience Act - Key Obligations and Compliance

Explore the EU's Cyber Resilience Act and its impact on IT industry compliance. Learn key obligations and prepare your organization for upcoming regulatory changes.

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

Secured Open-Source Linux for Electric Vehicle Supply Equipment (EVSE)

Explore security challenges, vulnerabilities, and standards for electric vehicle charging stations, and learn how to address them with open-source Linux solutions.

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

STIG Hardening on Ubuntu 22.04 with Ubuntu Security Guide

Automate compliance requirements with USG, explore hardening profiles, and learn configuration options for maximum security and STIG rule coverage on Ubuntu 22.04.

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

A Data Lake on Your Cloud with Spark, Kubernetes and OpenStack

Explore data lake architecture using Spark, Kubernetes, and OpenStack for flexible, scalable, and cost-effective large-scale data processing on private cloud platforms.

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