Twist Drill

What is the difference between diamond Drill Bits, Hss Drill bits, Cobalt Drill bits, etc?

I went to a store looking for some basic twist drill bits (someone told me to get them), and there are all these types, and I’m totally confused now.

The material you use depends on the surface you are drilling. [...]