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.
Python Operator Framework and Secrets for Kubernetes Charms - Operator Day Europe 2023
Explore Juju's new secrets store and Python Operator Framework for managing sensitive data in K8s charms. Learn about upcoming features like health check notifications and custom uses.
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.
Rewriting Charms and Publishing Charm Bundles: The Charm for Landscape
Modernize Linux systems management with Landscape: Learn to create and publish Charmed Operators using the Ops framework, enhancing scalability for various deployment scenarios.
Real-Time Linux Accelerates Industrial Transformation
Explore real-time Linux's role in industrial transformation, focusing on Ubuntu 22.04 LTS's deterministic responses for time-sensitive applications in Industry 4.0, IoT, and telco innovations.
Ensuring Business Continuity with IT Infrastructure Support
Discover strategies to minimize IT infrastructure downtime and ensure business continuity with enterprise support services from Canonical Ubuntu.
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.
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.
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.
Putting an AI-Powered Data Analyst to the Test
Evaluate an AI-powered analyst prototype across beginner to advanced analytics queries, showcasing its capabilities in data analysis and interpretation.
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.
Retrieval Augmented Generation (RAG) for LLM-Powered Apps
Explore retrieval augmented generation (RAG) for enhancing LLM-powered applications, gaining insights into its importance and practical implementation.
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.
Enterprise Jargon and RAG Systems - Effective Tactics for Improved Performance
Discover effective tactics to enhance RAG and retrieval systems for handling enterprise jargon, improving LLM-powered tools and applications for businesses.
Building a Custom GPT with OpenAI's GPTs - Live Demo
Explore building custom GPTs with OpenAI's tools in this live demo, enhancing content engagement and simplifying technical aspects for users.
Why Retrieval Augmented Generation (RAG) is Overrated
Explore the limitations of Retrieval Augmented Generation (RAG), including hallucinations, complexity, and cost. Learn practical approaches to make RAG more effective in AI applications.