Gezginite: Welcome. I don't know of a thread like the one you mentioned. Don't worry about asking the same questions again. We are happy to share what we know. There is a lot to learn. Be patient and ask lots of questions.
You should first ask yourself about what kind of woodworking you want to do. Do you want to use power tools or hand tools? It's your choice. I think that most woodworkers use both types of tools but they may prefer to use one type more than the other.
I think that if you want to use mainly power tools then you will probably want a tablesaw first. There are lots of choices so be sure to ask about what to look for in order to find one that will do what you want.
If you mainly want to use hand tools then first look for a good plane and a good set of chisels. Again, there are lots of choices so ask lots of questions.
Also, you should expect to make some wrong choices. We all did.
Oh yeah, a good bench, and a good vise (vice), and lots of clamps (cramps). Have fun!