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Self-Hosting Done Right: A Guide to Packaging and Deploying Cloud-Native Apps with Docker and Kubernetes
A comprehensive guide for self-hosters and homelab enthusiasts on how to package applications with Docker and deploy them resiliently using Kubernetes.
Building a Scalable MLOps Pipeline: A Step-by-Step Tutorial Using Kubeflow on Kubernetes
A comprehensive, step-by-step tutorial on building, deploying, and automating a scalable machine learning pipeline using Kubeflow on Kubernetes for robust MLOps.
How to Automate Your AI/ML Environment Setup with Ansible
Streamline your AI/ML development workflow by learning how to automate environment setup with Ansible. This tutorial covers everything from foundational packages to complex ML library installations, ensuring reproducible and consistent environments for your projects.