Language modeling involves creating statistical tools that predict the likelihood of a word sequence in natural language. It helps computers understand and generate human language by analyzing large text datasets to determine the probability of word combinations. This foundational technology enables applications like speech recognition, machine translation, and text generation, improving the interaction between humans and machines.