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Add DVC, CML and MLEM (MLOps Tools) 🚀

Open mertbozkir opened this issue 3 years ago • 1 comments

DVC, CML and MLEM added into Machine Learning and Job Scheduler section

What is this Python project?

  • Open-source Version Control System for Machine Learning Projects
  • Continuous Machine Learning (CML) is CI/CD for Machine Learning Projects
  • Open-source tool to simplify ML model deployment_

What's the difference between this Python project and similar ones?

  • DVC combines a number of existing ideas into a single tool, with the goal of bringing best practices from software engineering into the data science field (refer to What is DVC? for more details).

  • MLOps isn't a platform- it's an ecosystem of tools. CML helps you bring your favorite DevOps tools to machine learning.

  • Git-native ML model development. Enable GitFlow and other software engineering best practices.

mertbozkir avatar Jul 25 '22 14:07 mertbozkir

DVC is pretty awesome.

igordertigor avatar Jul 25 '22 15:07 igordertigor