Hands-on Workshop: Create Machine Learning Retraining Pipelines
Develop ML retraining pipelines using Kubernetes and Kubeflow. Master advanced techniques for efficient model updates and deployment in production environments.
Hands-on: A Beginner-Friendly Crash Course to Kubernetes
Découvrez les bases de Kubernetes et des applications Cloud Native. Explorez l'orchestration de conteneurs et le déploiement d'applications dans un environnement cloud moderne.
How to Reduce ML Computing Costs: Building Efficient Multi-Cloud Infrastructure
Discover cost-effective ML infrastructure strategies, including hybrid cloud architectures, spot instances, and fractional GPUs. Learn to optimize computing costs by up to 83% across multiple environments.
MLOps on Highly Sensitive Data - Enhancing Security and Compliance
Enhance security and compliance in MLOps for sensitive data using Kubernetes, blockchain tokenization, and confidential computing. Learn from a life sciences case study.
A GitOps Approach to Machine Learning in Production
Explore GitOps principles for ML in production. Learn to apply GitOps to deployment, onboarding, monitoring, and model lifecycle stages for enhanced traceability and productivity.
Dagger Workshop: Hands-On Tutorial and Community Collaboration
Master Dagger for streamlined CI/CD workflows. Hands-on tutorial covers architecture, practical applications, and community collaboration. Transform software automation with this powerful cross-language scripting engine.
Securing Kubernetes: Best Strategies for the Modern Era - Conf42 IM 2024
Explore best practices for securing Kubernetes clusters, covering control plane, node-level, application, and network security strategies. Gain insights into real-world incidents and essential tools for robust K8s protection.
Securing the Supply Chain: A Practical Guide to SLSA Compliance from Build to Runtime
Dive into SLSA compliance for supply chain security using CNCF tools. Explore GitHub Actions, Cosign, Kyverno, in-toto, and Kubescape to secure software from build to runtime in Kubernetes ecosystems.
Cloud Foundry Tutorials
Learn to deploy, scale, and manage applications on Cloud Foundry with hands-on tutorials covering various technologies and platforms, from basic deployments to advanced Kubernetes integrations.
Getting Started With Cloud Foundry
Learn to deploy various apps to Kubernetes using Cloud Foundry, from Java and Ruby to Django and PHP, with step-by-step tutorials for beginners.
Java Cloud Deployment
Learn to deploy Spring Boot microservices on various cloud platforms, including Google Cloud, Pivotal Cloud Foundry, OpenShift, and Heroku. Explore service discovery, config server, circuit breakers, and database integration.
DevOps Tutorial - Full Course
This video teaches DevOps and its key functions and concepts by carrying out simultaneous demonstrations and examples to help you get started on the right foot.
Docker End to End Implementation
Learn Docker fundamentals, build Flask apps, deploy ML models, and understand containerization for efficient development and deployment workflows.
Google Cloud Platform Beginner Series
Comprehensive introduction to Google Cloud Platform, covering key technologies, hands-on exercises, and practical applications for beginners in cloud computing.
Kubernetes and Docker
Learn to deploy Docker containers using Kubernetes, covering installation, setup, and cluster deployment in this comprehensive introduction to container orchestration.
Kubernetes Tutorial
Learn Kubernetes architecture with Amigoscode in under an hour, perfect for beginners. Kubernetes aka k8s is a must for software and DevOps engineers.
Service Discovery and Microservices Tutorial
Learn to implement service discovery in microservices using Spring Boot, Spring Cloud, and Eureka. Explore setup, client configuration, and load balancing for building scalable distributed systems.
Microservices Using Spring Boot and Spring Cloud - HTTP Communication
Learn to build and connect microservices using Spring Boot and Spring Cloud. Explore HTTP communication between services, focusing on maintainability, loose coupling, and independent deployment.
Microservices Using Spring Boot and Spring Cloud
Learn to build microservices with Spring Boot and Spring Cloud. Covers architecture overview, creating a microservice, database integration, and essential tools like Maven and Docker.
Docker and Kubernetes Tutorial - Full Course
Comprehensive tutorial on Docker and Kubernetes, covering fundamentals, architecture, and hands-on implementation. Learn to create, manage, and deploy containerized applications efficiently.
Docker for the Absolute Beginner
Learn Docker from scratch: containerization basics, hands-on exercises, advanced networking, CI/CD, and Kubernetes integration for beginners and aspiring DevOps professionals.