@mikiobraun: "I have yet to see a solution that does this really well. The..."

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Mikio Braun

@mikiobraun

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I have yet to see a solution that does this really well. The fragmented toolset adds to this. Pandas prototypes in notebooks become Spark pipelines and Python microservices and so on.

Jan 19, 2023 · 19:26

Full thread (4 tweets) →

The problem with building ML based production systems is that software engineering is more like buil...

Jan 19, 2023 · 19:25

ML solutions aren’t about that one pipeline. You need to retrain, adapt features, and constantly mon...

Jan 19, 2023 · 19:25

Software also needs to be built for change, but in ML, it needs to be done in a way that minimizes m...

Jan 19, 2023 · 19:26

I have yet to see a solution that does this really well. The fragmented toolset adds to this. Pandas...

Jan 19, 2023 · 19:26