Will my crop taste different using hydroponics to if it was grown in the ground?

If you carry out industrial growing in huge greenhouses, if you use hardly-purified raw materials and if the nutrition and management of the crop are done by computer, or if you choose species for their appearance rather than their taste, you will achieve tasteless and scentless crops.
However, if you have a small urban garden or a family farm, you use quality products and you manage the crop yourself, you will achieve products full of flavour and aroma.