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Machine Learning Research articles

Predict Monthly Asset Price & Direction using Macroeconomic Data

Legal Disclaimer – This research is not an investment advisory or a sales pitch. Objective Predict monthly asset price (main stock indices, commodities, bonds) and direction (Higher/Lower) using...

Monthly Asset price relationship to Macroeconomic Data

Legal Disclaimer – This research is not an investment advisory or a sales pitch. Objective Identify the relationship between asset prices (main stock indices, commodities, bonds) and macroeconomic...

KDnuggets – Top Data Science, Machine Learning Methods Used, 2018/2019

Very interesting post by KDnuggets on machine learning methods being used. Lot of increase in usage for deep learning neural network algorithms. Regression, Decision Trees and Random Forest are still amongst the...

Daily Currency Price prediction using Daily Macroeconomic Data by applying Regression (Random Forest, SVR,...

Objective Observe and improve the results of running regression algorithms (Random Forest Regression, Support Vector Regression, Artificial Neural Networks) on daily macroeconomic data to predict daily currency prices for GBPUSD, EURUSD and...

Using Machine learning algorithms on macroeconomic data to predict currency prices

Objective Observe and improve the results of running multiple linear regression and random forest algorithms on macroeconomic data to predict currency prices. Data UK, EU...