Deep learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. It involves neural networks with many layers (hence, 'deep') that learn complex patterns from large amounts of data. Deep learning is commonly used for tasks such as image recognition, natural language processing, speech recognition, and machine translation.
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