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my-projects

This repo contains some of my university projects.

Feature selection methods benchmark

Feature selection methods benchmark - mutual information (JMI & CMIM), random forest feature importance, sequential feature selection

Clustering US Census

Machine learning project - clustering US Census (1990) data set

Polish companies bankruptcy

Machine learning project - bankruptcy prediction of Polish companies

Predicting human activity

Machine learning project - predicting human activity based on smartphone movement measurements.

Java GUI app

Application that shows currency exchange rates and gold prices published by Polish National Bank. Done with Java & JavaFx.

Shiny App with Youtube data analysis

R Shiny app with YouTube user-data analysis and visualizations. Maybe it still works here.

Poster about climate change and environmental protection

Analysis of Greta Thunberg's speeches and her influence on the interest in climate. Data analysis and visualization in R language with ggplot2 and other tidyverse packages. Poster created in Inkscape.

Stack Exchange Data Analysis

Very brief look at some Stack Exchange Forums. With R, pandas and R Markdown.


Done in collaboration with my colleagues. Projects are added after being finished.

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