Can you elaborate some more on this? What kind of equipment and resources for learning more about this?

Typically: DSLR, large aperture normal zoom lens, 2 or more external strobes, softboxes, reflectors, tripods, and flash triggers.

Have a look at Strobist which is specifically aimed at flash photography.

Otherwise just look in photo or recipe books, food blogs and shamelessly steal until you get the hang of layout.