As suggested, join a club, get some basic lessons on safety, gun handling and shooting technique. Also study your local hunting regulations and here again safety is important and a 2nd consideration is not to inadvertently break of the many many rules and regs.
I suggest a bolt action for simple, strong and accuracy. I agree 22LR is the way to start.
I like the Ruger American rim fire. It accepts a scope and you can also shoot with open sights. The excellent rotary magazine will feed very reliable. The ruger is a very nice design. The bolt and receiver are excellent. Kind of a flimsy light plastic stock, not the best. The stock does have steel bedding which is a very good feature. Good trigger. I suggest at least shooting for a few weeks with the iron sites then think about mounting a scope. Or wait longer. I dont know if or how much of this means to a new guy. I am impressed the Ruger.
The cz 455 or 452 is a better and classy gun but it is definitely not a budget gun. You might think about what you like. A wood stock is nice (IMHO), but plastic is popular and lower cost. I kinda knocked the CZ for price, but; for me, my CZ 453 is a lifetime keeper. I have little or no emotional attachment to the Ruger. The 453 is extinct and the 452 is discontinued and drying up. That leaves the 455 that might be someday in your future.
Marlin is now part of freedom group,so; I would shy away from those. The ruger is really a well designed gun and much as I liked my old marlin from before the freedom group takeover, (IMHO) the design of the Ruger is far superior. Bedding, receiver and bolt, whole different level.
Savage maybe fine, I dont have any experience with them. To be honest, I dont think there are really any bad choices. Just preferences.
Consider the Ruger while you look over your many options. BTW, I am referring to the Ruger American bolt action, not the 10/22 semi-auto. I had a 10/22 and in my experience the American is more accurate. I sold the 10/22.