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US-Airports-Flights-2003-2004-Visualisations
US-Airports-Flights-2003-2004-Visualisations PublicThis Project is focused on Visualizing different Flights characteristics, viewing to find patterns between various features.
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Decision-Tree-Modelling
Decision-Tree-Modelling PublicThe Binary Splitting Algorithm for building Classification Trees and the Random Forest Model.
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Environmental-Animated-Visuals
Environmental-Animated-Visuals PublicIn this R-Script, we create 3+1 animated graphs deriving motivation from Environmental Concerns.
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Forest-Fires-Greece-from-2000-to-2021
Forest-Fires-Greece-from-2000-to-2021 PublicA quick survey on Forest Fires in Greece in the 21st Century.
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US-Gas-Prices-Analysis-from-1997-to-2020
US-Gas-Prices-Analysis-from-1997-to-2020 PublicIn this project we analyze the daily and monthly prices of gas in USA between the years of 1997 and 2020 creating basic insightful visualizations. Then, we embark on creating a model for time serie…
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A-Feed-Forward-N.N-for-classifying-the-MNIST-dataset
A-Feed-Forward-N.N-for-classifying-the-MNIST-dataset PublicIn this project we build a feed-forward Neural Network for identifying the handwritten digits from the MNIST dataset. In particular, the scope of this project is to present all the major steps in c…
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