Self-directed learning is a process where individuals take the initiative, with or without the help of others, to diagnose their learning needs, formulate goals, identify resources, and evaluate outcomes. It emphasizes autonomy and responsibility, allowing learners to tailor their educational experiences to fit personal interests and objectives.