Skills - should be alright - occasionally assembled PCs and Servers from scratch (as a hobby and as my job). Never used Linux though

Thanks for the tip about GPU limitation.
Found an article that since november x12 GPU (AMD) should work fine http://www.aurelp.com/tag/how-many-gpus-does-windows-10-support/