Winchester, if you can boil water you are certainly able to water bath can.
There are tutorials / videos linked on the web site.
At Wal-Mart or similar store you can find the Ball Home Discovery canning kit for about $10. It includes a canning rack with lifter, 3 one pint jars with 2-piece lids, and a beginner's guide to canning and recipe book.
The box even has 3 recipes on it, for dill pickle sandwich slices, BBQ sauce, and zesty salsa.
You provide - fresh produce, a large stockpot at least 7 1/2 inches tall and 9 1/2 inches tall, and common kitchen stuff like measuring cups.
What I like about canning - pickles and sweet preserves are very safe to make and keep. When I can I know what's in the jar - no chemicals I cannot spell or pronounce, no high fructose corn syrup in my preserves - you get the idea.
Can-It-Forward on August 13 has web casts and demos and all sorts of things to help the beginner feel confident about canning.
Go for it! I'm sure you can do it, and positive you'll love the results.