Daniel J. TOTHinTowards Data ScienceBinary Classification: XGBoost Hyperparameter Tuning Scenarios by Non-exhaustive Grid Search and…Practical example of balancing model performance and computational resource limitations — with code and visualization10 min read·Aug 28, 2021--1--1
Daniel J. TOTHinAnalytics VidhyaMulti seasonal time series analysis: decomposition and forecasting with PythonA practical example for analyzing a complex seasonal time series with 100,000+ data points by the Unobserved Components Model10 min read·Jul 21, 2021--3--3
Daniel J. TOTHinAnalytics VidhyaExploratory data analysis (EDA) of non-seasonal time seriesSelected EDA tools for gaining insights9 min read·Jun 21, 2021----
Daniel J. TOTHPredicting soil texture from laboratory analysis results of selected parameters and comparison of…A data science project for justifying empirical observation in the lab8 min read·Feb 3, 2021----
Daniel J. TOTHPredicting soil texture from lab analysis results of selected parameters and comparison of models…A data science project for justifying empirical observation in the lab8 min read·Feb 1, 2021----
Daniel J. TOTHPredicting soil texture from lab analysis results of selected parameters and comparison of models…A data science project for justifying empirical observation in the lab4 min read·Jan 28, 2021----