Re-pot them if they haven't been sitting in it long enough to root in there significantly.
The excess soil with all that extra stuff in it is great as a top-dressing on your garden plants.
For a noob, yeah, stick to watering your fertilizer in in liquid form until you are comfortable growing and also diagnosing def/tox symptoms.