I over fertilized my plants and some of my leaves turned yellow where there was new growth. Its been 5 days since. None of my leaves curled or became crusty. So it wasn't an intense nute burn.

Green is starting to show up in the new growth areas. I'm guessing they are getting better. Will the yellow leaves ever turn green, or will they be yellow for ever?

This is my first time growing

most likely just turn brown and fall off.. id pick them off

no they will turn back green from yellow after you sort the problem out! im thinking maybe low in nitrogen. need a 2nd opinion!

when I over fertilized them I semi flushed them by over watering and letting some of it run off the bottom. Not too much, I didn't flood them.

The ph in the soil is at 4.5 so I think that some nutrients (nitrogen) are being locket out. I'm waiting for the soil to dry some more so I can add some soil ph up when I water them again.