Jupyter & the Data Science Workflow

Reproducibility & Notebook Pitfalls

22 min9 activities0 complete

1 of 9

Explore the idea

The Hidden-State Trap

Opening your lesson…

Opening your space…

IN THIS LESSON

YOU’RE LEARNING TO

↗learner can explain why out-of-order execution causes hidden-state bugs

↗learner can apply the 'Restart & Run All' discipline to verify reproducibility

↗learner can describe how nbdime improves notebook version control

↗learner can decide when notebook code should be moved to a module

↗learner can explain what papermill does and when to use it