Deep Learning is a branch of machine learning that uses artificial neural networks with many layers (hence “deep”) to automatically learn patterns and representations from large amounts of data. It is especially effective for tasks like image recognition, speech processing, natural language understanding, and complex predictions, where traditional machine learning struggles.