Open-source MLOps Fundamentals Course šŸš€

This page summarizes the projects mentioned and recommended in the original post on /r/learnmachinelearning

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  • Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  • Hi everyone, Iā€™m the creator of Made With ML and I wanted to share that V1 of the open-source course is finally complete! We cover topics across data ā†’ modeling ā†’ serving ā†’ testing ā†’ reproducibility ā†’ monitoring ā†’ data engineering + more, all with the goal of teaching how to responsibly develop, deploy and maintain production ML applications.* šŸ›  Project-based* šŸ’” Intuition (first principles)* šŸ’» Implementation (code)* šŸ† 30K+ GitHub ā­ļø* ā¤ļø 40K+ community* āœ… 49 lessons, 100% open-source

  • mlops-course

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  • Find all the lessons here ā†’ https://madewithml.com/MLOps course repo ā†’ https://github.com/GokuMohandas/mlops-courseMade With ML repo ā†’ https://github.com/GokuMohandas/Made-With-ML

  • 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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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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