A Tale of Two Cultures: Integrating Data Science and MLOps to Build Successful ML Products

Editor’s note: Thomas Loeber is a speaker for ODSC East this April 23–25. Be sure to check out his talk, “Integrating Data Science and MLOps: How to structure a collaboration and handoff process,” there!

When the excitement about data science became widespread about 10 years ago, this spurred a lot of proof-of-concept ideas. However, most of these stayed confined in Jupyter notebooks and never made it into production. There are multiple reasons why it has been a lot …

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