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Algorithms in the context of Deep Learning encompass a range of mathematical procedures and models designed to process complex data inputs, learn from them, and make intelligent decisions based on patterns identified within these inputs. These algorithms are instrumental in deep learning techniques such as neural networks, where they facilitate tasks like feature extraction, optimization, and prediction. They represent the underlying computational workhorses that enable deep learning models to perform tasks as diverse as image recognition, natural language processing, and autonomous decision-making. Thus, under Technology/Web Development/Deep Learning, Algorithms serve as a critical component, forming the basis for intelligent data analysis and predictive modeling in the realm of Deep Learning.