Nanoparticles offer several advantages in drug delivery. They can improve the solubility of poorly water-soluble drugs, protect drugs from degradation, and allow for controlled release. Additionally, nanoparticles can be designed to target specific cells or tissues, reducing side effects and increasing the therapeutic efficacy of drugs.