Apache Kafka Real-Time Personalization Architecture
Explore real-time personalization architecture using Apache Kafka and Spark for advanced content recommendation systems in data engineering and AI.
Exploring Edge Computing in Automotive: From Autonomous Cars to Factories
Discover how edge computing transforms automotive data processing, addressing challenges in decentralized environments like factories and vehicles.
Getting Started with Charmed MongoDB - Video Tutorial
Learn to deploy, manage, and secure Charmed MongoDB. Set up the environment, access databases, manage units and passwords, relate to other applications, and explore Kubernetes deployment options.
Exploring Edge Computing in Automotive: Secure Data Handling and MicroCloud Advantages
Discover secure data handling in automotive edge computing, addressing industry challenges and exploring MicroCloud's advantages.
Juju and Charmed Ecosystem Update
Explore Juju and Charmed Operator ecosystem updates, recent progress, and upcoming features from Canonical's engineering teams and community. Gain insights into the future of these powerful tools.
Juju on Metal for High Performance Computing
Explore MAAS and Juju for deploying bare metal HPC workloads. Learn how charms integrate with MAAS to efficiently manage clusters for various applications, from LXD to OpenStack.
Easy Integration of Capsule in the Charmed Ecosystem
Explore Capsule integration in Charmed Kubernetes for multi-tenancy. Learn about Charmed Operators, deployment, internals, and testing in this comprehensive overview.
Charmed Operators for Open Source Storage - Piraeus on Kubernetes
Explore Piraeus, a flexible storage solution for Kubernetes, and learn to set up production-ready storage using Charmed Operators in this informative talk.
Microsoft Intune for Ubuntu Tutorial
Explore Microsoft Intune for Ubuntu: Learn about endpoint compliance monitoring, access control, and integration with Azure Active Directory in this walkthrough by Canonical's Product Manager.
Operate WordPress at Scale in the Cloud - Operator Day Europe 2023
Simplify WordPress deployment and management in cloud environments using the WordPress software operator with Juju. Automate setup and scaling on Kubernetes clusters for various cloud platforms.
Data on Kubernetes with MySQL Charmed Operators - Operator Day Europe 2023
Explore robust database operations on Kubernetes using MySQL Charmed Operators. Learn about high availability, encryption, and backup/restore capabilities for effective data management.
Inside Spark and Kafka: Data Processing and Real-Time Analytics - Episode 1
Explore Charmed Spark and Kafka: Canonical's solutions for Apache Spark and Kafka on Kubernetes. Discover industry trends, real-time applications, and data processing innovations.
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.
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.
Reimagining Recommendation Engines with OpenAI Function Calling, Langchain, and LLMs
Explore AI-powered travel recommendations using OpenAI, Langchain, and APIs. Learn to create personalized suggestions for ideal weather experiences and envision the future of AI assistants in service industries.
OpenAI Function Calling Tutorial for Beginners
Master OpenAI function calling to develop powerful LLM apps, from understanding its benefits to building your first application.
Using Open Source LLMs with AutoGen - Deploying Llama 2 70B Tutorial
Deploy open-source LLMs with AutoGen using vLLM, Runpod, and Postman to simulate OpenAI chat completion endpoints. Learn to utilize this setup as a direct replacement for OpenAI invocations.
Building Local AI Agents with LangGraph and Ollama
Explore building local AI agents using LangGraph and Ollama. Learn integration techniques, code implementation, and compare with vLLM. Gain insights on Ollama's effectiveness for agent development.
Building Your First Python LLM App - A Tutorial on Cloning and Customizing
Clone and adapt a prototype flight search app using OpenAI, Langchain, and live data to build your own LLM-powered application.
Docker and WASM - The Powerful Combo
Explore Docker and WASM integration, learn to run WASM modules using Docker desktop, and discover the potential of this powerful combination for enhanced containerization and performance.
Headlamp - Fancy Kubernetes Dashboard with Plugin Customization
Explore Headlamp, a customizable Kubernetes dashboard with plugin support. Learn installation, features, and UI customization for enhanced cluster management.