Kabbalists believed that there is a gap between how mankind can understand God and what God actually is. This unknowable aspect of God is called Ein-Sof.
Mysticism involves attempting to communicate with or directly experience the divine. Monks and nuns have often used meditation and prayer to induce mystical states but it can also involve esoteric practices like kabbalah. Read articles about mysticism below.