Airflow is terrific for scheduling and monitoring data pipeline components. But we also want to monitor in real-time what’s happening inside those components.

As we add outcomes to our model, the concepts stay the same but the dynamics grow more complex. Viewing animations of the model can help us develop intuitions about how it works.

Plotly Dash app for tracking profit/loss and other investment performance per transaction or over time.

We start the season thinking our team is this good (or bad). But as the wins and losses pile up, how do we update our priors?