Yes.
Bottom line here is that you have several options.
1. Buy a prehopped kit. Often called "can + a kilo" or similar. This is the easiest option, but probably not the cheapest (its been a while since I brought one of these). Go to your LHBS, and look at the kits he has, and choose a style you like. Many of these have a liquid extract which has hops already added. You just need to boil, and add a kilo or so of dry extract. But, ignore the instructions that come with the kit (it will have you zipping through the process, but the beer will be better with more patience). Come back here and ask for advice. My very first beer was a Munton's Old Ale kit like this, and it made a tasty brew!
2. Buy a non-prehopped kit. Your LHBS will probably have these kits too. This will cost about the same as option number 1, but involves a tiny bit more work. i.e. you will need to add the hops during the boil. Ignore instructions as above. What you are buying is an extract made from various grains mixed in the proportion for the style of beer. As such, you are more limited by what the extract maker thinks you want to make. Still, these can make very drinkable beers.
3. Get an extract plus grain kit. This gives excellent flexibility, and will make (possibly) a slightly better beer. You buy light liquid or dry extract for the bulk of the sugar, then add some grains to get colour and flavour you want. The grains generally just need steeping - sitting in some warm water for an hour or so. You then just drain them (a paint strainer from Home Depot works great for this) and boil with the extract. The process is a touch more involved than option 2, but still very do-able. You can do it on a stove top easily. Your LHBS should be able help you find a recipe, or tell us what your favourite style is, and we'll try to help. Most of the kits at places like Austinhomebrew.com are going to involve some grain. Cost though will still be about the same as above.
4. The next step up is called a mini-mash, or partial mash, which just means you need to add some so-called base grains to the steep, often replacing some of the extract. All-grain just scales up on this, and omits all the extract. Ignore those for now though. (Grain is cheaper than extract, but you need more equipment).