Also, when you get your new hardware, ensure you run Memtest on your system for at a minimum of 3 complete test cycles, but I'm now of the mindset that everyone should run Memtest for several days non-stop. This test not only tests the RAM but it also tests the motherboard and CPU just because data must be transferred into and out of the RAM and verified accurate. I'd also recommend you run a CPU stress test for about 30 minutes (I never recommend longer than 30 minutes), after the Memtest, and monitor it closely to ensure your cooling system works fine and the CPU doesn't hang.
I don't know how many hard drives you have nor the case you have but try to put as much space (gap) between each drive as possible to allow for better heat dissipation. Heat is a real killer of hard drives and electronics so try to keep things cool and let your investment last longer.
With respect to your original data on your hard drives... It may or may not be corrupt but if you had a lot of Memtest failures, you very well could have a lot of corrupt files now. Any executable files (programs) I would toss, the photos or document/data files, and yes, videos, I'd retain and if they don't open, well you know the likely cause. Of course it sounds like you are already wiping your drives out.
Good luck.