So shooting snows means I need to over expose slightly.
No, you need to dial in a lot of + Exposure Compensation shooting a snow scene. Probably at least +1.3 or +1.7 stops... maybe even more if the sun is out. Snow scenes are one of the most extreme.
Another strong recommendation for Understanding Exposure
I know I have a lot to learn, and I'm excited to do it. That book has been on my amazon wishlist for a while.
Then stop wishin'... get the $16 book and start learnin'! I've been shooting for 30+ years and this was one of the best reads I've done in a long time. You can teach an old dog new tricks.
When using any of the auto exposure modes, I tend to keep my Canon at +1/3 stop pretty much all the time... more in some situations (strong backlighting, a very bright white subject filling the viewfinder, etc.). To keep noise to a minimum, you need to avoid underexposure at all costs. Exact exposure is great. But it's much better to err slightly overexposed and pull back exposure in post processing, than underexposed. If you have to dial up exposure in post processing, you will invariably increase noise.
This is called "ETTR" or Expose to the Right and is common technique among Canon shooters... more info about it here
at the Luminous Landscape website.