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Jan Powaga's Projects

filmweb_eda icon filmweb_eda

Web scraping and exploratory data analysis of movie data from filmweb.pl

gradient-descent icon gradient-descent

Gradient descent in logistic regression – a from-scratch approach to ensure proper understanding of the basics.

normal-equation icon normal-equation

A short primer on multivariate linear regression using normal equation.

starshiptroopers icon starshiptroopers

Short game inspired by 90's shoot'em up and bullet hell games, written in python using PyGame library.

titanic_ml icon titanic_ml

Introduction to Machine Learning – predicting survival of Titanic passengers.

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