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Aleks Kapich's Projects

credit_score_classification icon credit_score_classification

Machine Learning project aiming to classify credit score of bank customers (categorizing it with the usage of 3-degree scale)

dow_jones_app icon dow_jones_app

Java desktop app visualizing Dow Jones stock index and stock indices of companies that are part of it

football_clustering_app icon football_clustering_app

The web app meant for clustering players on particular positions in top european leagues, with the aim of understanding better the patterns in play styles

goertzel icon goertzel

Wyznaczanie miejsc zerowych wielomianów trygonometrycznych za pomocą różnych metod

nlp_disaster_tweets icon nlp_disaster_tweets

Natural Language Processing project with the aim of distinguishing tweets that announce an emergency from the ones that just use misleading vocabulary

reinforcement_learning_doom icon reinforcement_learning_doom

The project aims for exploring reinforcement learning possibilities in a dynamic computer game environment using the ViZDoom library and OpenAI Gym

scrapelo icon scrapelo

Python package for obtaining ELO rating for European football clubs easily

sql_to_python-r icon sql_to_python-r

Rewriting SQL queries in R and Python with usage of various libraries

whisper_translator icon whisper_translator

Speech2Speech tool allowing logged users to transcribe and translate their audio input, harnessing OpenAI model 'Whisper'

world_cup_app icon world_cup_app

Python app facilitating profound analysis of every World Cup 2022 football match

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