Syntactic patterns refer to the structured arrangement of words and phrases to create well-formed sentences in a language, governed by specific grammatical rules. Understanding these patterns is crucial for natural language processing, language learning, and linguistic analysis as they determine how meaning is constructed and conveyed in communication.