Nine Rings to Rule ML: Microsoft's Engineering Saga

Great paper taking a look at software engineering for ML systems from my @MSFTResearch colleagues! They review real-world ML systems inside Microsoft, identify 9-stage workflow and propose best practices. If you are managing large scale ML production systems, this is worth a read https://x.com/besanushi/status/1136048612964614144

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