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ML Platforms, Where to Start? // Olalekan Elesin // Coffee Sessions #118
MLOps.community
Machine Learning - The Notebook Experience
The data platform team was we had a An internal environment where was notebook built on top of EMR and it was taking the build time to launch it was Maybe 10 to 15 minutes. The first part was to really simplify that notebook experience once we did that the next thing was How can we deploy models into production? And what we did was from that survey we identified three things that were most important It was number one simplify the time it takes to get an environment up Number two simplify the timeIt takes to put a machine learning Model in production. Third is increasing knowledge about building machine learning models None of those three wasn't priority for us, but improved data quality would have been.
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