Deep learning is a subset of machine learning that uses neural networks with many layers (hence "deep") to analyze and learn from large amounts of data. It can recognize patterns, make predictions, and improve over time without human intervention. In email marketing, deep learning can be used to optimize various aspects of campaigns and target the right audience effectively.