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Neural networks are algorithms that simulate an animal brain's operation to find connections among enormous volumes of data. As a result, they frequently mimic the neural connections and synapses of the brain. Deep learning algorithms use several process layers of neural networks. Neural networks are also employed in various financial services applications, including forecasting, market research, fraud detection, and risk assessment. Chatbots, natural language processing, translation, language generation, delivery driver route planning and optimization, and drug discovery and development all encompass applications of neural networks.