To get started, open a dashboard that you created, or can edit. Select Edit > Dashboard theme 

In the dashboard pane that appears, select one of the pre-built themes. In the example below, we've selected Dark 

Create a custom theme

The default theme for Power BI dashboards is Light. If you want to customize the colors or create your own theme, select Custom in the drop-down.