Jakub Szybinski

Data Science portfolio

Project 1: Customers spending score

With help of Kmeans clustering the shopping mall customers are assigned to different groups and the high-spenders can then be distinguished by Machine Learning algorithm.

Project 2: Factors impacting serious car accidents

Dataset of UK car accidents in 2020 was ranked by accident severity and analyzed for the features (day time, speed limit, road type, etc.) that impact the severity.

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Data Analysis portfolio

Project 3: Asset prices

Analysis of price appreciation for financial assets used in conventional portfolios versus largest (marketcap) Cryptocurrency - Bitcoin.