Gerunds are verb forms that end in "-ing" and function as nouns. They can act as subjects, objects, or objects of prepositions in sentences. Examples provided show gerunds used as subjects like "Walking is a good form of exercise", as objects like "I hate getting spam emails", and as objects of prepositions like "He is upset about losing the soccer match." The document provides a definition of gerunds and examples of their different uses in sentences.