AI Data Assistant

The idea behind this app is to systematically organize the steps to prepare and explore data. In the real world, I would hope you would start by actually viewing the data. The steps are actually fairly logical, so they lend themselves to an app. There is a visualization drop-down menu. I also added the option to create a classification and regression model. In the lower right, you can view the initial logic behind the design. In this phase, you can make adjustments by injecting more instructions via prompts. In the lower right, you can see the results of a classification model. There are the typical performance metrics, but also a confusion matrix and calibration curve. I could have added many more features, but there is a limit to how much you can do in a single app.