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MLOps – what is it and what can you do with it?

Using machine learning for various tasks can mean a variety of different things depending on the use case, and the same goes for what they require in terms of management and maintenance. MLOps offers a set of guidelines and best practices that help approach the entire lifecycle of machine learning in a systematic way. In this blog post, I’ll go through the basics of MLOps, starting from the concept itself as well as the concrete benefits it can offer in real-world use.

A group of young people exploring a contemporary art installation consisting of connected strings

Author

  • Portrait of Noora Raitanen
    Noora Raitanen
    Software Developer