Hands on Introduction to Docker and Data Persistence With Docker Volumes
Comprehensive Docker tutorial covering image management, container operations, Dockerfile creation, and data persistence using volumes and bind mounts. Hands-on approach with practical examples.
Migrating Applications to Open Source Private Cloud
Explore strategies for migrating legacy applications to open-source private clouds, including VM and container-oriented approaches, partner-provided services, and concrete examples to enhance ROI and future development.
Forgejo - A Simple Solution for Agile Development - Self-Hosted Alternative to GitHub
Learn to install and configure Forgejo, a self-hosted software forge, on Ubuntu using Docker. Step-by-step guide covers setup, Docker Compose, NGINX, and initial configuration for managing software projects.
How to Train a Deep Learning Model Using Docker
Learn to train deep learning models using Docker, NVIDIA runtimes, and PyTorch for melanoma classification on a single GPU, with practical code implementation and troubleshooting tips.
Dockerizing the Skin Cancer Detection Web Application
Learn to containerize a skin cancer detection web app using Docker, enhancing deployment and scalability of machine learning projects.
Productionizing Machine Learning Pipelines with Databricks and Azure ML
Jumpstart ML projects with Databricks and Azure ML. Learn to build, track, and deploy production-ready pipelines using tools like MLflow, TensorFlow, and PyTorch for efficient, reproducible data science workflows.
Using Docker Images in Production - Databricks Case Study
Learn how Condé Nast evolved Spire, their user segmentation service, from notebooks to Docker images on Databricks clusters. Explore the streamlined deployment workflow, challenges faced, and solutions implemented.
Training a GAN from Your Own Images - StyleGAN2 ADA
Learn to create custom GANs using your own images, from setup to training. Covers image collection, Docker setup, TFRecord conversion, and understanding GAN outputs for various projects like FishGAN and MinecraftGAN.
Tokens, Authorization and Docker
Learn about authorization, tokens, and Docker in cybersecurity. Explore single sign-on, Active Directory, smart contracts, JSON Web Tokens, and FIDO for enhanced digital security and authentication.
How CNET Uses CNCF Tools for High-Traffic, Dynamic, and Scalable Websites
Explore how CNET leverages CNCF tools like Kubernetes, Prometheus, and Cert-Manager to create a robust, scalable platform for high-traffic websites, enabling rapid development and deployment.
Extending Containerd and CRI-O with Common Plugins - Node Resource Interface
Explore Node Resource Interface (NRI) for extending CRI runtimes with common plugins. Learn about its evolution, implementation, and integration with containerd and CRI-O.
Production-Ready Kubernetes with Cluster API 1.0 - Tutorial
Learn to create, manage, and upgrade Kubernetes clusters effortlessly using Cluster API. Gain hands-on experience in automating cluster operations across various infrastructure providers.
Image Signing and Runtime Verification at Scale - Datadog's Journey
Explore Datadog's innovative approach to image signing and runtime verification, addressing software supply chain security challenges in complex, large-scale environments.
Project Harbor: Yesterday, Today, and Future - The Maintainers Track
Explore Project Harbor's latest features, community efforts, and future roadmap for enhanced image management in cloud-native environments.
Securing the Container Supply Chain with Notary
Explore Notary v2's advanced capabilities for securing software supply chains, including core functionalities, enterprise scenarios, and ecosystem integrations.
Containerd Project Update and Deep Dive
Explore containerd's latest updates, including Sandbox API and Transfer Service. Learn about upcoming 2.0 release, ecosystem expansion, and Rust integration in this comprehensive project overview.
A CI/CD Platform in the Palm of Your Hand - Using MicroVMs on Raspberry Pi
Explore MicroVMs as a solution for CI/CD, combining Kubernetes with on-demand virtualization to enhance performance, security, and cost-effectiveness in cloud-native environments.
Containerd and Friends Update: What's New in Runtimes
Explore the latest developments in containerd, including sandboxes, CRI and CNI improvements, and new Rust-based projects. Learn about architectural enhancements and the growing ecosystem of non-core projects.
CNCF On-Demand Webinar - Containerization 101 - Getting Started & Best Practices
Learn containerization basics, benefits, challenges, and best practices. Compare with serverless and Kubernetes. Gain insights on next steps and industry trends.
Containerization 102 - Security, Optimization and Speed
Explore advanced containerization techniques focusing on security, optimization, and performance enhancement for cloud-native applications and infrastructure.
Implementing CI/CD at NGINX - Lessons Learned Along the Way
Explore NGINX's CI/CD journey, focusing on GitHub actions for open-source projects. Learn implementation strategies, lessons learned, and the impact on bug reduction and PR velocity.