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A simple way to validate and monitor the performance of your ML Applications.PyCon AU 20232023-08-18
A concrete recipe for keeping models healthy: run a small validation dataset anchored to model inside the app (example target 100 predictions in 10 seconds…
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The Software Engineering Part of Data SciencePyConline AU 20202020-09-04
Recommendations are concrete: use Docker for notebooks and one credential per data scientist, enforce pre-commit hooks (flake8, pylint), and manage dev vs prod…
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