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Tanya Kuznetsova's Projects

imdb_sentiment_analysis icon imdb_sentiment_analysis

The project classifies 50,000 IMDB movie reviews into positive or negative sentiments using machine learning techniques

multidimensional-scaling-of-european_cities icon multidimensional-scaling-of-european_cities

This project explores the spatial relationships between twenty European cities using classical manual Multidimensional Scaling (MDS), MDS from scikit-learn, and compares the results with Principal Component Analysis (PCA).

music_mental_health icon music_mental_health

Harnessing music's power for better mental health: genre recommendations and data-driven analysis of listeners' trends

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