Category: Git
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The source code for this article is available on GitHub. I recently purchased the GMKtec NucBox K11 Mini PC for building my AI homelab and support my ongoing journey on MLOps and deep learning. This blog post explains my motivations for building my AI homelab, the difficulties I encountered along the way, the design decisions I…
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The source code for this article is available on: GitHub, GitCode. Kubeflow transforms Kubernetes into a self-service platform for AI practitioners and data scientists alike. It incorporates both established and emerging cloud and AI-native projects such as Istio, Envoy and Knative to support the entire MLOps lifecycle: data cleaning and preprocessing, model training, validation and serving etc. Originally developed by Google to…
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Popular hosted version control system (VCS) solutions such as GitHub and GitLab are filled with powerful enterprise features and enable large-scale collaboration and rapid iteration on public open source projects that power much of today’s Internet. On the other hand, while they enable the creation of private code repositories for projects not intended to…
Donald Sebastian Leung 