Tag: Forecast

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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Stock Price Forecasting (NASDAQ: AMZN) with Time Series Analysis using ARIMA Model

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Time series analysis is of great importance in quantitative financial analysis where the ability to accurately forecast stock prices using past stock prices allows investment companies to know when to buy, sell, or hold on to stocks. In today's article, we will explain and demonstrate with real world financial data, attempting to forecast the open …

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