examples
This directory contains 7 workflows.
Building a Credit Scoring Model
This workflow manipulates the data so it is suitable for a variety of modeling techniques by converting nominals to numerics. The data was enhanced so that […]
Housing_Value_Regression_with_XGBoost
This workflow shows how the XGBoost nodes can be used for regression tasks. It also demonstrates a combination of parameter optimization with cross […]
Linear_regression_Euro_2020
Web scraping of football-matches of the European teams between 2018-2020 and calculation of the rating of the teams before Euro 2020/2021. The article to […]
Taxi_Time_Series_Prediction
In this use case, we will use the NYC taxi dataset and a Random Forest to train a simple time series prediction model to predict taxi demand in the next […]