Tag: neural networks

Stock Price Forecasting (NYSE: IBM) with Deep Learning using Multilayer Perceptron (MLP)

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This article illustrates the use of Deep Learning, and more specifically the multilayer perceptron (MLP) for the purpose of forecasting stock prices for IBM. In a previous article, we've demonstrated the use of traditional time-series analysis using the ARIMA model. The results were fascinating, as we saw that the normalized mean squared error was in …

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Deep Learning Neural Networks with Keras for Classification Problems

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Deep learning is part of a broader spectrum of machine learning methods known as artificial neural networks. It can be trained on both supervised and unsupervised data, and has proven to be an effective modeling tool in both linear and non-linear contexts. A widely used deep learning library is Keras — a high-level neural networks …

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