Here is an excellent 3 part video series on seed starting. She goes over what equipment you will need and what you will need to spend.
Not all the equipment she recommends is necessary, but will aid in getting your seeds started faster for your garden. You can even save a little money and use toilet paper rolls as containers for your seeds. So if you plan on starting a garden and are new to this give the videos a watch.