~/talk

Leverage GitLab To Automate Machine Learning Pipelines

Talkat GitLab Commit Virtual 2020 · on Wednesday, 2020-08-26· [machine-learning, devops-and-delivery]
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slides:none on file

Shows a working pipeline that builds, tests, reports on, and deploys a Rasa chatbot using Gitlab CI YAML and a Rasa dialog engine container image. Pipeline runs jobs to validate library version and training data, trains a model saved as an artifact, evaluates it on held‑out data, converts messy JSON metrics into a readable report and pushes it to the project wiki via Gitlab wiki API, then posts the model to production via server API; only one manual commit is required and the demo deploys successfully.

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