I want to start growing fruits and vegetables but can't even keep herbs alive.

I live in the southern USA and, as I stated, can't even keep herbs alive. I have tried growing squash and cucumbers but ended up killing the plants. I live on a 0.24 acre plot with a decent amount of room to grow but I don't know where to start or how to keep them alive. Any advice would be much appreciated!