Deep Learning Dictionary - Lightweight Crash Course

Semi-supervised Learning - Deep Learning Dictionary

The two categories of supervised learning and unsupervised learning are divided based on whether or not the training data has corresponding labels that are supplied to the learning algorithm during training.

Semi-supervised learning fits right in the middle of supervised and unsupervised learning, as it makes use of both labeled and unlabeled data.