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Deep learning, a subset of machine learning, has revolutionized the field of artificial intelligence. Inspired by the structure and function of the human brain, deep learning algorithms use neural networks to analyze data, recognize patterns, and make decisions. In 2016, Google's AlphaGo, a deep learning-based computer program, defeated a human world champion in Go, marking a significant milestone in the history of artificial intelligence. This achievement sparked a new wave of research in deep learning, with applications in various fields, including game playing.