I'd say yes, you will hear a difference. You are not on just beginning "your analog journey". You are also at the beginning of the line with the table & phono preamp. Just looking at price alone shows the EAT @ 3 times the price of the most expensive UTurn table. No, price is not conclusive evidence. But it is a fairly good indicator.
But the EAT or any other tab;le will need a better phono preamp, which is as important as the TT itself. A better phono pre will also benefit your U Turn IF you wanted to start there. Read user & pro reviews of the EAT. Also the phono pre IF you go that route first. IOW do your homework. You will be rewarded.