Java file handling enables applications to read from and write data to files efficiently using classes like File, FileReader, FileWriter, and Buffered streams. It plays a crucial role in data storage, logging, and configuration management within Java applications. Understanding file handling helps developers manage external data securely and effectively. Learning these concepts through Java Training in Chennai at FITA Academy equips learners with practical skills for real-world Java development.