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Deep learning represents one of the most transformative developments in artificial
intelligence and computational sciences of the 21st century. This revolutionary approach to
machine learning has fundamentally altered how we approach complex problems across
diverse domains, from computer vision and natural language processing to scientific
discovery and medical diagnosis. The emergence of deep learning has marked a paradigm
shift from traditional feature engineering approaches to end-to-end learning systems that can
automatically discover hierarchical representations from raw data.
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