There are dozens of plants that have the common name “daisy.” Dozens of cultivars of “coneflower” and many plants known as sun drop, evening primrose, jessamine, and winterberry. Latin names help us name plants more accurately and specifically.
You’ve probably stumbled across some Latin name you couldn’t pronounce. Relax! It’s such a common problem that there’s a website of recordings devoted to it here — have a listen!