Hide, Edit and Delete Layers

Each layer has its own tab in the Data Layers menu:

Click the down arrow to open up the settings menu for that layer. Click the trashcan to delete a layer. Click the eye to toggle show/hide the layer, click the Aa button to show/hide labels.