Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2
Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration
Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.
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.
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.
Deploying Traefik Proxy with Nomad on Google Cloud - Part 3
Master deploying Traefik proxy with Nomad on Google Cloud, including CNI setup, load balancer configuration, and service deployment for effective container orchestration.
Streamlining Provisioning with HCP Terraform and ServiceNow
Discover how to automate infrastructure provisioning by integrating HCP Terraform with ServiceNow, enabling self-service capabilities, enhanced governance, and accelerated delivery workflows.
Building an Auto-scaling AI Inference Service - From Setup to Deployment
Master the fundamentals of building and scaling AI inference services, from GPU utilization to auto-scaling implementation, Docker configuration, and API endpoint setup for optimal performance.
Boosting Your Azure Cloud Strategy with Nutanix
Discover how Nutanix enhances Azure workload migrations, enables data insights, and leverages Azure Arc for Kubernetes to strengthen enterprise cloud implementations.
Integrating Generative AI into Business Applications for Accelerated ROI
Discover how to modernize legacy applications using Generative AI code translation with Red Hat OpenShift, Azure AI, and Watsonx for enhanced DevOps pipeline integration and faster delivery.
Windows 11 Security and Resiliency - OD811
Discover essential Windows 11 security features, deployment practices, and tools to protect your organization against modern cyberthreats while maintaining operational resilience.
Streamline AI App Development with Azure App Platform - Session 146
Master Azure's developer tools and services to build scalable AI applications, optimizing performance through App Service, Kubernetes, Functions, and Container Apps while reducing costs.
Innovate Faster and Maximize Uptime on Azure with New Relic - ODFP964
Master Azure monitoring and troubleshooting with New Relic's Intelligent Observability platform, featuring automatic mapping, AI-powered detection, and pre-built dashboards for enhanced performance.
Fortifying Azure Data Resilience with Veeam Data Cloud
Discover how Veeam Data Cloud enhances Azure and Microsoft 365 data protection through AI-powered features, comprehensive backup solutions, and automated management for enterprise resilience.
Accessibility Testing: Breaking Your Build for Better Web Development
Discover how to integrate automated accessibility testing into your development pipeline, shifting A11y left and catching issues early through practical demonstrations and tooling implementation.
The Power of Dev Containers and GitHub Codespaces
Discover how Dev Containers and GitHub Codespaces revolutionize development environments with Docker, enabling consistent, cloud-based coding workflows and simplified project setups across platforms.
Implementing Multicast with eBPF and Cilium
Discover how eBPF and Cilium enable efficient multicast networking in Kubernetes clusters, exploring implementation techniques, challenges, and solutions for pod-to-pod multicast delivery.
Testing Kubernetes Without Kubernetes - A Networking Deep Dive
Dive into advanced Kubernetes networking testing strategies, exploring Linux primitives and efficient testing methods without cluster dependencies for CNIs, kube-proxy, and service meshes.
Optimizing Kubernetes Network Performance for Cloud Gaming
Discover how to optimize Kubernetes network performance for cloud gaming using DSCP markings and traffic shaping techniques to manage latency, prevent noisy neighbors, and ensure quality gameplay for thousands of players.
Topology Aware Routing in Kubernetes: Understanding the TrafficDistribution Feature
Dive into Kubernetes Topology Aware Routing's evolution, implementation, and practical applications, focusing on the new TrafficDistribution field and its impact on service management across clusters.
Exploring KubeEdge: Architecture, Use Cases, and Project Graduation Updates
Discover KubeEdge's architecture and real-world applications in edge computing, from smart cities to industrial IoT, while exploring its integration with Kubernetes for efficient edge workload management.
Service Profiling Based Management and Scheduling in Kubernetes
Discover how to optimize Kubernetes resource management through service profiling, utilizing historical patterns for efficient workload scheduling and improved cluster performance.