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Research articles for data science across AI, ML, NLP, data wrangling and visualization.

Monthly Asset price relationship to Macroeconomic Data

Legal Disclaimer – This research is not an investment advisory or a sales pitch. Objective Identify the...

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....

Daily Currency Price prediction using Daily Macroeconomic Data by applying Regression...

Objective Observe and improve the results of running regression algorithms (Random Forest Regression, Support Vector Regression, Artificial Neural Networks) on daily...

Pandas for Data Wrangling – tutorial, cheat sheet

Pandas is a powerful python library for data manipulation. It requires limited query level optimisation as its functions can perform rapid data...

Data Wrangling – preprocessing

Data Wrangling(preprocessing, prep, etc) is the most important and time consuming part of any data science project. Depending on the quality of...

Applying NLP algorithms to Predict US Fed Fund Rate Decision

Objective Observe and improve the results of applying NLP algorithms on FOMC meeting minutes to predict Fed Fund rate decision (hike,...

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...