Remove dust with vacuum cleaner or compressed air.
Do not use solvents or any abrasive substance which might damage the coating of the fabric.
Rinse with clean water. Leave the shade down until completely dry.
You can also rub the fabric very gently with a clean white pencil eraser to remove small stains.