I decided to make a table a few months ago. My grandpa makes furniture for people his church and family and has a shop in his basement with all the necessary tools, and he was willing to show me how to do it. Once I figured out what I wanted, we had to come up with some measurements and get the wood and whatnot. He glues all of his furniture together by making biscuit cuts and clamping everything together, so this was about a multiple day process. The table is cherry - the main sections up top were part of a board that was about 3 inches thick. You can't see because of the border around the top, but we had to plane it down to about half that to work with it. After we made all the cuts and glued everything together, I sanded everything down really well and put some varnish over everything (no stain - I liked the natural color of the wood). Waited for it to dry, sanded it down, and repeated the process on the top. Did that a few times to get the required finish.
Pics:


Edit: The flash made the finish look weird in those first two pictures. It's not splotchy like it looks.