awesome-mlops/awesome-ml-pipelines
A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀
This is a curated collection of tools and products that help data scientists and machine learning engineers manage and automate their complex data and machine learning workflows. It provides options for orchestrating tasks, scheduling jobs, and monitoring the entire lifecycle of a machine learning project, from data ingestion to model deployment. The resources help you build robust, repeatable, and scalable machine learning pipelines.
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Use this if you are a data scientist or ML engineer looking for tools to streamline, automate, and monitor the various stages of your machine learning projects.
Not ideal if you are a business user or an individual without a technical background in data science or machine learning operations.
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Last pushed
Apr 20, 2022
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