I was wondering if anyone knows of any good Windows Store tutorials that goes into detail on making a game with DirectX and doesn't assume the user has any knowledge of DirectX. So far I only found the ones by Microsoft which expect the user has knowledge of DirectX and don't go into any good detail as to what is going on in the program. I appreciate any help I can get.

I'd suggest not worrying too much about the windows store restrictions to start with.

Start by learning DirectX 11 which there are plenty of tutorials for, and later on once you're more familiar with DirectX start working round the restrictions for store applications (e.g. you need to compile all your shaders offline).

Of course you should still make sure you understand the main store restrictions before you get too far in, to avoid making too much extra work for yourself.