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Provides the final classification or prediction. 2. Key Applications and Impact

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Experts view deep learning as a vital tool for solving socio-economic challenges and advancing national infrastructure. 3. How to Access and Save Research PDFs Provides the final classification or prediction

Deep learning is a specialized subset of machine learning that utilizes artificial neural networks with multiple layers—hence the "deep" in its name—to model and solve complex patterns in data. Unlike traditional algorithms that require manual feature extraction, deep learning models learn features directly from the data. 1. The Multi-Layered Architecture Download 5870890156675828813 pdf