Data science projects have a lot more to do besides building machine learning models.
In small teams, the job role of a data scientist may encapsulate everything related to data. But as teams grow more extensive, more roles emerge with different responsibilities.
The operations side of machine learning projects is known as MLOps.
In this post, I've discussed various roles and their responsibilities associated with MLOps. If you're aspiring to be a data scientist or hoping to switch to a different position, this article could be a good starting point.
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