I’d really love to start making something, even if it’s basic. Any tips on where to start? Tools, wood, etc?
Unless you’re going the hand tool purist route, the table saw is IMO the central tool in the shop. It can rip, cross-cut, and cut joinery like dados and tenons. So you want a good one with a solid fence that won’t frustrate you. I haven’t been in the market for one in a while, so my suggestions will be out of date, but I’m sure others here can help you.
When you’re starting out you’ll probably be buying your wood S4S: surfaced four sides, so it’s smooth and pretty much ready to go. This is how all the wood at the big-box hardware stores comes. Wood from specialty dealers will come rough, and you can surface it yourself with the right tools ($$$) or have them do it for you for a fee ($).
It’s probably best to start with a project in mind, even if it’s shop shelving or something that doesn’t have to be heirloom-quality.