If you can't recognize the flavor of an herb or spice, it is possible that your samples aren't fresh. I know that when I was growing up we had the same spice containers for about 20 years and most of them tasted remarkably like the dust that covered their lids.

If you want to expand your herb and spice experience try getting fresh herbs and smell and taste them before using them to flavor a dish.

Or take a cooking class!