B&H has posted an article entitled a “Basic Guide to Understanding EQ,” and it looks to be a useful resource for anyone without an audio background. They cover the basics of frequency high/band/low pass and shelving filters, and the difference between a graphic and parametric equalizer systems. You can read the article here.