Drug delivery using nanoparticles involves encapsulating the drug within the nanoparticle or attaching it to the nanoparticle's surface. These nanoparticles can be engineered to release the drug in a controlled manner, targeting specific tissues or cells, thereby reducing side effects and increasing the drug's efficacy.