You can do that on the website by switching to Custom Training (Unrated) and selecting to Include Problems I Failed.
Is there a way to review and retry my missed tactics?

I was at my first tactic and the screen went black, I touched the screen to get it back on and it advanced to the next tactic and counted the first as wrong. I didn't touch the advance button when I touched the screen.

You can do that on the website by switching to Custom Training (Unrated) and selecting to Include Problems I Failed.
After you do all of the ones that you failed (it took me 2 weeks, cuz i've failed a lot) it says 'no more available' or something like that. If i want to redo them again, how can i reset it so it shows me all the ones i got wrong the first time when they were rated?
When in the tactics module, I am able to get many correct, but I would like to return to a pool of my missed tactics so that I may try them fresh. Is there some way I can make this work?