5min chapter

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How A Manager Became a Believer in DevOps for Machine Learning // Keith Trnka // MLOps Podcast #152

MLOps.community

CHAPTER

How to Innovate in a Small Company

I think at that time it happened so early on that there were some cases where projects didn't go well because they were maybe not well aligned with the needs of our users or our business but I don't think it was soon enough that we had a lot of clear signal on many features. A lot of times people will gravitate towards what they're familiar with and then it becomes very hard to innovate if you're rebuilding the same thing over and over again. How do you balance between the drive to try and create something new or explore and cutting your losses and saying this new project is never gonna see the light a day it's just not working out? That's such a hard question for me

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