Deep learning involves extending ideas and applying knowledge in new or creative ways, as well as critically analyzing arguments and evidence. In contrast, surface learning focuses on factual recall and basic comprehension. Deep learning encompasses higher-order thinking skills like analysis, revision and creation, while surface learning involves lower-order skills such as remembering, understanding, and applying.