Clustering algorithms are a type of machine learning technique used to group similar data points together. These algorithms identify patterns and similarities in data, enabling businesses to categorize their data into distinct clusters without predefined labels. This can be particularly useful in various business domains such as marketing, finance, and customer relationship management (CRM).