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https://github.com/asaficontact/learning_to_beat_the_random_walk

In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.
https://github.com/asaficontact/learning_to_beat_the_random_walk

asset-pricing carry-trade cosine-similarity exchange-rates exchange-rates-forecasting financial-econometrics financial-economics forex forex-prediction latex neural-networks news-articles object-oriented-programming principal-component-analysis sentiment-analysis shinyapps support-vector-machines textblob-sentiment-analysis tf-idf vader-sentiment-analysis

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In this project, I explore various machine learning techniques including Principal Component Analysis (PCA), Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Sentiment Analysis in an effort to predict the directional changes in exchange rates for a list of developed and developing countries.

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