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Deep learning is a subfield of machine learning that uses artificial neural networks to solve complex problems. In this article, we explore the benefits and limitations of deep learning, such as its ability to learn from large amounts of data and its ability to improve over time. We also discuss the potential applications of deep learning, such as image recognition, natural language processing, and self-driving cars.