Categorization tasks

Categorization tasks involve organizing items, data, or information into specific groups based on shared characteristics or features. For example, sorting emails into spam or non-spam, classifying images as cats or dogs, or grouping products by type. This process helps systems understand, interpret, and manage large amounts of information efficiently. Categorization is fundamental to many applications in machine learning and data analysis, enabling automation and smarter decision-making by identifying patterns and assigning items to appropriate categories.