When I took Latin in high school, I learned the "classical" pronunciations referred to in this post.

The "ecclesial" pronunciations are far more common and have the momentum of tradition, even though one could argue that the classical pronunciations are more "correct." As long as you're using one system or the other, and not mixing the two, I don't think it it can really be considered incorrect.