Deep neural networks constitute a powerful frontier in artificial intelligence. These complex, multi-layered architectures mimic the human brain's design, enabling them to analyze vast amounts of data with exceptional accuracy. By identifying intricate patterns within data, deep neural networks unlock previously inaccessible insights, powering a re

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