Regular expressions provide a powerful and flexible way to match patterns in text by allowing wildcard characters and quantifiers. They can be used to search for files with a particular extension like *.txt or find and replace text. The document introduces regular expressions and their importance in computing as a concise way to identify strings, characters, words or character patterns of interest in text.