
Explore jhack CLI devtool for Juju charms, learning its popular commands and advanced debugging techniques for operator framework charms.

Explore automating Kubernetes workloads on zSystem/LinuxONE using Ubuntu OS, Microk8s, and Juju software operators. Learn how Juju integrates with Microk8s on LinuxONE for enterprise-grade solutions.

Optimize GitHub CI with caching, parallel testing, and shared workflows for faster, more efficient charm development and integration testing.

Learn the fundamentals of charm development, including project setup and writing charms, with guidance from Pietro Pasotti in this community workshop recording.

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.

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

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.

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.

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

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

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

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

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.

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

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

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

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

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

Explore multi-agent workflows using AutoGen framework for RAG-based question answering with Wikipedia integration. Learn to implement and leverage this powerful approach for dynamic information retrieval.

Develop an AI travel agent using AutoGen framework to search flights, connect with Amadeus API, and manage data in serverless SQL databases.

Learn to fine-tune Llama 3 on Wikipedia datasets for low-resource languages. Master dataset creation, LoRA setup, blending techniques, and parameter optimization for improved language model performance.