MLOps with MLflow on Kraken CI

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  • mlflow-example

    Stock market prediction - machine learning pipeline using MLFlow.

  • pulling live stock data and preparing it for training (source 1, source 2)

  • MLflow

    Open source platform for the machine learning lifecycle

  • Besides building, testing and deploying, Kraken CI is also a pretty nice tool to build an MLOps pipeline. In this article, it will be shown how to leverage Kraken CI to build a CI workflow for machine learning using MLflow.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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