MLOps - What Do You Think Are the Challenges in Machine Learning?

The sheer variety and unclear differentiation of the various tools in MLOps is very confusing to people it's very similar to node the node ecosystem where there's a lot of jokes about the node framework dojo every day completely new incompatible with everything else framework pops up that promises to solve everything. People get tired of all the different frameworks and everyone converges to just react with Redux and maybe some web framework which is more varied but still good. It becomes too much of a hassle to track everything and catalog everything so I think that's where they're headed.

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