as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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how would you describe the process of creating a simple artificial neural network?
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creating a simple neural network involves several steps. first, the inputs and outputs of the network need to be determined. then, the architecture of the network needs to be designed - this involves determining the number of layers, the number of nodes per layer, and the type of activation functions to be used. next, the network must be trained on a suitable dataset in order to optimize the weights of the network. this can be done using a variety of techniques, such as gradient descent or backpropagation. finally, the network can be tested on unseen data in order to measure its accuracy.
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