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"Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville is a seminal textbook that comprehensively introduces the foundations, theory, and applications of deep learning. It covers a range of topics, including neural networks, optimization, and regularization, while providing practical insights into implementing deep learning models. Its clarity, structured explanations, and use of mathematical rigor make it essential for students, researchers, and professionals looking to delve deeply into artificial intelligence and machine learning. However, readers are expected to have a solid background in mathematics and programming to fully grasp the content.
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