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GEORGIOS TSAGIANNIS

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NLP - Next-Word Prediction Language Model: Milestone Report
Coursera Data Science with R Capstone: Milestone Report This is the Milestone Report of our project (collaboration: Coursera + Swiftkey) to create a predictive text model using a large corpus of documents as training data. Based on NLP techniques, our language model built its understanding of the English language from 3 different corpora: a list of blog posts, a list of news articles, and a list of tweets.
World Temperature last 150 years (Plotly)
The following illustrates the change in global surface temperature relative to 1951-1980 average temperatures.
My Google Maps saved places ( - 22/01/2020)
Leaflet basic application
Economic and health impact of severe weather events in the USA (1950-2011)
This brief report is examining the most damaging types of weather events in terms of fatalities and economic impact throughout the USA from 1950 to 2011. Severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuries, and property damage, and preventing such outcomes to the extent possible is a key concern. This project involves exploring the U.S. National Oceanic and Atmospheric Administration’s (NOAA) storm database. This database tracks characteristics of major storms and weather events in the United States, including when and where they occur, as well as estimates of any fatalities, injuries, and property damage.