Hierarchical clustering is a type of unsupervised machine learning technique used to group similar objects into clusters. In the context of email marketing, it can be used to segment a list of subscribers based on various attributes such as engagement level, purchasing behavior, and demographic information. This approach helps in creating more targeted and effective email campaigns.