jakubig Goto Github PK
Name: Jakub Ignatik
Type: User
Location: Kraków
Jakub Ignatik's Projects
anova_and_power_of_normality_tests
Testing the power of normality tests for data simulation and conducting both ANOVA (one-way and two-way) and MANOVA for my own movie dataset
cipher_machine
Cipher machine that can both encrypt and decrypt messages with 3 available ciphers: substitution cipher, rail fence code and two-square cipher
dinner_selection_decision_tree
Building a decision tree for the choice of dinner using entropy
football_score_prediction_neural_network
Building a neural network predicting football match score
linear_ordering_and_cluster_analysis
Using linear ordering to prepare the ranking of cyclist-friendly places in Poland and grouping them with (hierarchical) cluster analysis
movie_analysis
Analyzing some of the best films in the history of cinematography
power_of_normality_tests
Testing the power of normality tests for data simulation
power_of_tests_for_two_distribution_sample
Testing the power of normality tests for a mixture of two normal distributions and the power of Wilcoxon test for a mixture of two Poisson distributions
regression_models
Building regression models and checking differences between OLS and bootstrap methods
spatial_analysis_of_crime_in_poland
My bachelor's thesis presenting the phenomenon of crime in Poland with the use of spatial analysis tools
spatial_ranking_of_tourist_attractiveness
My master's thesis in which I use data extracted from Google Maps to create a ranking of the tourist attractiveness of southern Poland, taking into account the dynamics of tourism by considering the position of the unit in relation to other regions.
weather_anomalies_detection
Detecting weather anomalies for Dublin Airport
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