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    • Stock (98)
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    • Deep Learning (11)
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ARIMA

Comparing the performance of LSTM vs ARIMA+GARCH on the S&P500 stock index (with code)

Posted on March 23, 2021Market

Deep learning has shown incredible capabilities in many areas (medical, vision, etc.), but how does it compare to well known autoregressive models in financial time series and how Online Learning can improve the results. Source

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A Step-by-step Implementation of a Trading Strategy in Python using ARIMA + GARCH models

Posted on January 21, 2021January 21, 2021Market, Technologies

Make use of a completely functional ARIMA+GARCH python implementation and test it over different markets using a simple framework for visualization and comparisons. Source

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Build an ARIMA Model to Predict a Stock’s Price

Posted on December 30, 2020December 30, 2020Prediction

This blog will teach you how to pull the necessary data and create a model that forecasts the price of the S&P 500! Source

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