Imagine walking into a library where all the books are dumped into one huge pile — no shelves, no labels, no catalogue. How would you organise them into sensible groups without knowing the subject of any single book? That puzzle is the heart of unsupervised learning. In this chapter, we’ll learn its most popular technique: clustering — the art of letting data reveal its own natural groups.