Categories of MLOps Tools
Overview of categories of MLOps tools
Breaking down MLOps into Digestible Categories
If you are new to the world of MLOps, it is often daunting to be immediately faced with a sea of tools that seemingly all promise and do the same things. It is useful in this case to try to categorize tools in various groups in order to understand their value in your tool chain in a more precise manner.
Here is a full list of all stack components currently supported in ZenML, with a description of that components role in the MLOps process:
Each pipeline run that you execute with ZenML will require a stack and each stack will be required to include at least an orchestrator and an artifact store. Apart from these two, the other components are optional and to be added as your pipeline evolves in MLOps maturity.
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