Aldehydes and ketones have high dipole moments due to the presence of oxygen atom in them that is highly electronegative. Also the bond length of carbon-oxygen double bond in the carbonyl group is lesser than the carbon-oxygen single bond in alcohols, ethers, etc leading to more polarity in the carbonyl group.