if you can afford it yes, if not just get 1 or 2 big batteries like an Optima Yellowtop, XS, Deka, Batcap, Kinetic, or Odyssey. They all make good batteries for Car Audio. The bigger you can fit/afford the better stick one of those in back near the amps and leave the stock one upfront or upgrade that too and run them both in parallel. Anything helps, the better your electrical system the cleaner your amp will run and cooler, which will in turn keep your subwoofer/speakers safer from blowing (or being pushed past their thermal limits). Also it can be harder on stock alternators to supply ample power for your system, so they tend to die quicker.
Keep in mind your electrical is your foundation, the better it is the better your system will sound and the louder it will get cleanly. If you upgrade it a bunch then you can feel comfortable down the road doing some upgrades maybe getting different subs/amps that handle more power.
Most people with money in mind will upgrade things one at a time and see how their system performs. I recommend for you to upgrade your wiring to 1/0 and to do the Big3 upgrade with it.
Next if you want to get a nice battery for the back
Next if you want to either get another battery up front or shoot for a High Output Alternator.
It all depends on how your system performs.