Accompanying code for the iX magazine tutorial on Kubeflow 2023
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tutorial1: Basic Kubeflow Pipeline usage demonstrated on the Iris dataset classification (Read full article here)
- listing1: Basic pipeline with two components
- listing2: PVC creation and mounting to components
- listing3: Passing of Markdown code and UI metadata
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tutorial2: Kserve and Evidently for model serving and monitoring (Read full article here)
- listing1: Creation of Kserve Sklearn server
- listing2: Querying the Kserve Sklearn server
- listing3: Drift and performance monitoring with Evidently
- listing4: Kserve custom model serving with Q&A BERT model powered by HuggingFace
- listing5-6: Querying the custom Kserve model