Projects

15 puzzle

15 puzzle solver with usage of BFS,DFS,A* algorithms.

PythonAStarDFSBFS

Code

Documents_Classification

Java application to classify articles based on their content with usage of KNN-Algorithm & N-gram as text comparison method & Chebyshev,Manhattan,Euclides metrics.

JavaMachine-LearningClassificationKNNSupervised-learning

Code

Digital Signal Processing

Java application with main purpose of applying digital signal processing methods. GUI created with JavaFX.

JavaJavaFXSignal-Processing

Code

Formula 1 Data Exploration

Processing large datasets of Formula 1 historic data with usage of Python and its libraries(e.g., Pandas, NumPy, Folium , Plotly).Including visualizations of many records&remarkable moments of this international racing sport.

PythonData-MiningFormula1Data-ScienceData-Analytics

CodeBinder

WorldHappinessPython

The project involves using data from the World Happiness Report in applications related to data analysis, data science, data mining as well as utilizing machine learning methods, including supervised learning (regression) and unsupervised learning (clustering).

PythonData-ScienceMachine-LearningData-MiningClusteringRegressionData-Analytics

CodeBinder

WorldHappinessR

The project involves using data from the World Happiness Report in applications related to data analysis, data science, data mining as well as utilizing machine learning methods, including supervised learning (regression) and unsupervised learning (clustering).

RData-ScienceMachine-LearningData-MiningClusteringRegressionData-Analytics

CodeBinder