Docker Offshore - Smoothing the Waves of Remote-Location MLOps
Explore how containerization enables wildlife monitoring in offshore wind farms with limited connectivity, showcasing Docker's potential for remote MLOps success.
Inflight Collaboration for AI/ML Stack Development on Docker
Achieve blazing fast collaborative experiences in AI/ML development at hackathons using Docker's inflight collaboration features.
Docker-in-Docker - Containerized CI Workflows
Explore Docker-in-Docker for streamlined CI workflows, enhancing software quality through automated testing and deployment in isolated environments. Learn its benefits and practical applications.
How to Containerize Monolithic Applications - DockerCon 2023
Explore strategies for containerizing existing monolithic applications, considering technology stack, app lifespan, and team capacity to determine the best approach for each unique case.
Container Images Deep Dive - Understanding OCI Image Structure and Functionality
Explore OCI Images: structure, pushing/pulling, blobs, manifests, tags, multi-arch images, and storing additional information. Gain insights into image internals and their relationship with registries.
Working with Multi-Platform Container Images - OCI Index and Manifest List
Explore multi-platform container images, OCI Index, and Manifest List. Gain insights into cross-platform compatibility and see a Golang example for better understanding of image pulling and running.
Podman Desktop: From Containers to Kubernetes
Simplify container development and migration to Kubernetes with Podman Desktop. Learn its benefits, user-friendly interface, and steps for preparing containers for Kubernetes deployment.
MLOps MLFlow: MLflow Projects with PySpark Docker Environments
Explore MLflow Projects with PySpark in Docker, utilizing Databricks for artifact storage and tracking in MLOps workflows.
MLFlow Projects: Dockerized Environments in MLflow
Explore MLflow projects using Docker environments and Databricks for artifact repository and tracking in MLOps workflows.
Deploy Applications in GCP: Build Docker and Serve Application with StreamLit
Aprende a desplegar aplicaciones en GCP: clona repositorios, instala Docker, crea imágenes y sirve aplicaciones con StreamLit.
Docker Basics: Creating and Running Your First Dockerfile and Docker Image
Aprende a crear un Dockerfile, generar una imagen Docker y ejecutarla en este tutorial práctico sobre los fundamentos de Docker.
Creating a Dockerfile and Docker Compose File for ML Applications - Practical Example
Construye una aplicación completa de ML en contenedores Docker y ejecútala con Docker Compose. Aprende a crear Dockerfiles y archivos Docker Compose para proyectos de aprendizaje automático.
Calibrating JVM on Kubernetes - DevOps Approach
Explore JVM calibration on Kubernetes, from OS processes to K8s parameters. Gain insights into effective resource management and performance monitoring for optimized application deployment.
Kubernetes for Modern Data Engineering: An End-to-End Data Engineering Project
Master Kubernetes for data engineering: set up, deploy dashboard, run Apache Airflow with Helm charts. Learn kubectl, manage clusters, and optimize workflows for scalable data processing.
Docker Base Images - Ideas How to Manage Them on Scale
Odkryj strategie zarządzania obrazami bazowymi Dockera na dużą skalę, poznając najlepsze praktyki i innowacyjne podejścia do optymalizacji procesów konteneryzacji.
Container Development Client for Reproducible Artifacts
Explore innovative container tooling for reproducible builds, combining Nix, Nix-snapshotter, and Lima to enhance consistency, flexibility, and efficiency in containerized environments.
Complete Docker Tutorial - From Basics to Advanced DevOps Practices
Master containerization fundamentals through hands-on practice with Docker, from basic concepts to advanced deployments using Docker Compose, Swarm, monitoring tools, and cloud integration with AWS and Kubernetes.
MIPS-X - The Next IoT Frontier
Explore MIPS-based IoT device research with a framework for efficient emulation, vulnerability analysis, and exploit development. Gain insights into CPU architectures, virtualization, and cross-compilation techniques.
Practical Security in the Brave New Kubernetes World
Explore Kubernetes security vulnerabilities through hands-on recon and exploitation of clusters, sidecars, and supporting infrastructure. Learn practical techniques for compromising and persisting in real-world K8s environments.
Web Application Firewall Workshop
Hands-on workshop exploring Web Application Firewall bypass techniques, including encoding, SQL injection, protocol switching, and syntax alternatives. Practical exercises with in-depth explanations for each method.
Applying DevOps Principles for Better Malware Analysis
Leveraging DevOps principles to streamline malware analysis, automate lab setup, and enhance collaboration among security researchers for more efficient threat detection and response.