Language is everywhere: in tweets, customer reviews, support chats, legal contracts, and news articles. This chapter shows you how to turn that language into something a machine can act on. By the end, you’ll build systems that understand sentiment, power chatbots, and uncover hidden topics across thousands of documents — all with real‑world tools and a dose of common sense.