Serverless PostgreSQL: Challenges and Solutions for Cloud-Based Database Services
Explore serverless PostgreSQL's automatic scaling, rapid startup, and microVM implementation. Learn about compute-storage separation and connection management for modern stateless applications.
Istio Ambient Service Mesh Made Easy
Explore Istio ambient mesh's simplified architecture, updates, and benefits. Learn about sidecar-less data plane mode, custom ztunnel, and streamlined configurations through live demos and architectural deep dives.
Red Hat OpenShift as a Sandbox
Explore an open-source mechanism for multi-tenant sandboxes on OpenShift clusters, enabling free community access and resource management within namespaces.
Exploring the Possibilities of GitHub Actions
Explore GitHub Actions' versatility beyond software workflows. Learn to automate tasks, increase productivity, and streamline processes for efficient and enjoyable development experiences.
Introduction to GitHub Copilot
Explore GitHub Copilot's AI-powered coding assistance features, including code generation and autocompletion across various programming languages. Learn how it can enhance your development workflow.
Break Glass, Repair Fast, Reconcile Automation
Learn strategies for managing production incidents, balancing automation with manual fixes, and reconciling changes across environments to ensure robust and secure infrastructure management.
AI Inference Workloads - Solving MLOps Challenges in Production
Overcome MLOps challenges in production inference workloads. Learn strategies for improving throughput, reducing latency, and maximizing GPU utilization in AI deployments.
How to Automate Machine Learning with GitHub Actions
Automate machine learning workflows using GitHub Actions to speed up development cycles and streamline model deployment.
Simplifying AI DevOps with Model Registry
Discover strategies to streamline ML model deployment, ensure reproducibility, and enhance governance using Model Registry for efficient AI DevOps.
Fighting Pipeline Debt With Great Expectations
Learn to combat pipeline debt using Great Expectations, an open-source library for data validation, documentation, and profiling in complex data systems.
How to Automate Machine Learning with GitHub Actions
Automate machine learning workflows using GitHub Actions to speed up development cycles and streamline model deployment.
Productionizing ML Models for Online Shopping at Loblaws
Explore ML model productionization for online shopping, covering microservices, CI pipelines, AB testing, and cloud-based implementation using tools like Seldon Core.
Docker Based Workflow for Deploying a Machine Learning Model
Explore Docker's role in ML development, from container basics to full deployment, focusing on reproducibility, portability, and ease of implementation.
DevOps for ML and Other Half-Truths - Processes and Tools for the ML Lifecycle
Explore processes and tools for enterprise-ready ML deployment, addressing the challenges of standardization in the ML lifecycle and supporting IT operations management.
Python Observability Perfected: Advanced Techniques with OpenTelemetry
Master advanced OpenTelemetry techniques for Python microservices. Enhance system monitoring, troubleshooting, and performance tracking in distributed environments.
Streamlining Testing in a Large Python Codebase
Optimize Python testing in large codebases using parallel execution, efficient startup, and targeted coverage reporting. Boost development speed and code quality with practical strategies and open-source tools.
Start Strong! Setting Up Python Projects for Success
Découvrez des outils et techniques pour démarrer efficacement vos projets Python, de la configuration à la gestion des dépendances, en passant par les tests et l'intégration continue.
Canary Monitoring at Scale: Beyond SRE World - Lecture
Explore canary monitoring's importance in SRE, its implementation, benefits, and applications beyond monitoring. Gain practical insights for production environments.
Extending Real-time Data and Compute to the Cloud, Edge, and Beyond
Explore the future of Cloud and Edge computing, focusing on serverless architecture, data management, and distributed systems for efficient, low-latency applications.
GraalVM and Heap Dumps: Record, Replay, Analyze - Lecture
Explore GraalVM EE 21.3's revolutionary capabilities for manipulating heap dump files, including automated analysis, multi-language processing, and custom file generation.
Real Cloud-Native with Serverless Java
Explore serverless Java for cloud-native development, gaining insights on efficiency, scalability, and seamless infrastructure integration.