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## Model Development Demos

Keith VanderLinden<br>
Calvin University

::: {.notes}
- The lab assignment is (shockingly) long, but it's mostly revisiting things we've done in previous modules.
:::

## Experiment Tracking and Versioning

- Script the model-building process.
- *Version* the models.
- Integrate model building into the workflow.
- *Track* the model experiments.

::: {.notes}
- Scripting the model-building process
- Versioning the models
- Integrating model building into the workflow
- Tracking model experiments
:::

## Snapshot

*See the live demo.*

![](images/mlflow-demo.png)

::: {.notes}
Give snapshot of MLflow.
:::
