Don't put data science notebooks into production
We've come across many clients who are interested in taking the computational notebooks developed by their data scientists, and putting them directly into the codebase of production applications. Data science ideas do need to move out of notebooks and into production, but trying to deploy that notebooks as a code artifact breaks a multitude of good software practices. Predictably, that results in