Observations on MLOps–A Fragmented Mosaic of Mismatched Expectations

Author: Jason Corso (Professor of Robotics and EECS at University of Michigan | Co-Founder and Chief Science Officer @ Voxel51)

This blog riffs on key elements of the state of practice in MLOps. Image Generated by DALL-E.

Over the last five years, I’ve spent much time talking with production AI/ML teams — think emphases on unstructured data, machine learning, curating datasets, training models, etc. Great conversations. Lots of learning for me: twenty years of work in the academic world does …

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