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Ebook 2021 Trends: Where Enterprise AI Is Headed Next

2021 Trends: Where Enterprise AI Is Headed Next

2020 was a year defined by uncertainty. But as we dive into 2021, we look under the hood to gather our learnings from last year. We find growing glimpses of optimism and preparedness for the future — particularly when we observe the changes 2020 ignited.

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"AI experimentation, a key part of MLOps, will become more strategic... Trying all combinations of every possible hyperparameter, feature handling, etc., quickly becomes untraceable. Therefore, we’ll begin to see organizations define a time and/or computation budget for experiments as well as an acceptability threshold for usefulness of the model.” - Florian Douetteau, CEO at Dataiku