Ask HN: Have you ever tried any MLOps platform from large companies?
For example:1) Uber’s Michelangelo 2) Facebook's FBLearner Flow 3) Google's TFX 4) Databricks' MLFlowI'd love to know the pros and cons of each to apply to my team.
For example:1) Uber’s Michelangelo 2) Facebook's FBLearner Flow 3) Google's TFX 4) Databricks' MLFlowI'd love to know the pros and cons of each to apply to my team.
Two things I think we can "beat" SageMaker: - Pipeline (workflow) visualization - Use of cross-platform servers. As far as I know, you can only use AWS with Sagemaker?
Other than that, we're still thinking of how to compete with Sagemaker in terms of deployment capability so if you have any ideas, please share with us.
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