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Deep learning is an advanced type of artificial intelligence that uses neural networks and complex algorithms to process big data and produce detailed and contextualized outputs, simulating the ways in which human brains process and share information. It is highly scalable, automated, and capable of producing state-of-the-art AI models, but it is also expensive, consumes massive amounts of power, and creates both ethical and security concerns through its lack of transparency. Examples of deep learning models and their neural networks include natural language processing, fraud detection, autonomous vehicle driving, and image recognition.
