Canonical Ubuntu Courses

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

Unlocking Software-Defined Vehicles - A Deep Dive into Automotive Software

Explore challenges and solutions for secure automotive software integration, featuring insights from Canonical and Elektrobit's partnership on SDV development.

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

Exploring Ubuntu Confidential VMs with Intel TDX on Google Cloud

Discover how Ubuntu Confidential VMs with Intel TDX enhance security on Google Cloud, protecting against threats and implementing zero trust strategies for sensitive applications.

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

AI on Private Cloud in the Hyperscalers Era - Episode 5

Explore the relevance of private cloud for AI projects, covering key considerations, performance acceleration, and Kubernetes on OpenStack guidance.

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

AI on Public Cloud with Open Source - Episode 4

Explore AI on public cloud using open source tools, covering scenarios, benefits, customer use cases, and hybrid/multi-cloud opportunities.

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

Vector Databases for Generative AI Applications - Episode 3

Explore vector databases' role in generative AI, covering search engines, open-source tools, and efficient application development for chatbots, virtual assistants, and content creation.

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

Kubeflow vs MLflow - Choosing the Right Tool for Machine Learning Operations

Explore production-grade MLOps, comparing Kubeflow and MLflow for open-source, community-driven machine learning tooling. Gain insights on pros and cons to make informed decisions.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video