Language modeling is a crucial subset of machine learning techniques where the goal is to predict the next word in a sentence. Benefitting linguistic analysts, computer programmers, and AI developers, this method helps in tasks such as speech recognition, machine translation, and text generation, improving communication tools and shaping advanced AI technologies.