The tutorial covers the ArrayList class in Java's Collections Framework, explaining its features like allowing duplicates and preserving insertion order. It details how to declare, add, remove, and manipulate elements within an ArrayList, along with methods for sorting, shuffling, and converting arrays to ArrayLists. Practical examples are provided throughout.