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curiousshortguy t1_j617zzd wrote

The keyword you want, similar to DevOps where Github plays a role as the code storage, is MLOps, and within that you want to look for data and model management and versioning. There are quite a number of companies offering various aspects of that, see for example this random infographic: https://adataanalyst.com/wp-content/uploads/2021/05/Infra-Tooling3.png

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angkhandelwal749 OP t1_j62urqo wrote

>https://adataanalyst.com/wp-content/uploads/2021/05/Infra-Tooling3.png

Understood! Thanks so much for that - also wanted to understand at core the thinking process of an ML engineer - what parameters do they prioritise while choosing a tool - like user experience or service? lot of features or just few quality features done well?

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