Either select edit on an existing Drag & Drop message or to go messages, then new email message and select Drag & Drop editor from the drop down.
Highlight the component you’d like to hide on mobile. Select the three dots icon to open the additional options and click on the hide on mobile button.
Components which are set to hide on mobile will show the icon below when highlighted in the editor.