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GithubData Science projects
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Advanced
Engineering thesis
Analysing data from Reddit's API using ML and DL models.
Azure server administration
I've set up a MS Azure server, created basic firewall with iptables and made this server a proxy with TOR and Pi-hole. Later on I've created a reporting tool, that generated statistics regarding attempts to break into the server.
Basic
Regression models
NYC cyclists data. Data cleaning (lot of time went into merging the data), EDA, analysis. Multiple and KNN regression models.
Analysing volcanoes
Data cleaning, EDA, analysis and advanced visualizations.
Simulating stocks
Simulation used Markov chain. Project was done using just Python, Pandas, PyPlot.
Analysing data from API
Main objective was downloading the data from an API and converting it to a dataframe.
Data engineering
Geospatial data
Analysing Iceland's spatial data
In the PDF, I've only selected the part done by me - that is Iceland. Data source: GEBCO. Data analysis and visualization was done in QGIS and ParaView.
Kriging and SGS
Project where I created kriging and SGS models to simulate air polution in Warsaw during winter time.
