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pmighofose

Paul

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Hawaii
Hawaii
Text Modeling
This project utilizes news, blog, and twitter data to model the relationship between a phrase and its subsequent text. Its premise is built upon natural language processing techniques in which the likelihood of a series of words occurring from a variety of sources often predicts the probability of the following word. In essence, the predicted value is a word, statistically most likely to occur.
Milestone Project: Data Science Capstone
This project summarizes the methods used to upload, clean, and explore the text datasets provided for the Data Science Capstone Project. Its purpose is to simply provide an update as to how one is approaching the Capstone project and maybe gain some insight from peers as to how it can be improved.
1974 Motor Trends Regression Analysis Project
This project utilizes the 1974 Motor Trends data set to explore how a vehicle’s transmission type and other characteristics affect its fuel efficiency.
Data Product Presentation
This presentation utilizes the diamond data set to create a shiny application that explores the relationship between a diamonds attributes and its price.
Plotly Presentation
Leaflet Project
Utilizes the leaflet package in R Studio to display the location and address of 8 colleges located within 30 miles of Hartford, Connecticut.
Personal Activity Machine Learning Project
This project utilizes self-movement measurements collected by a group of enthusiasts to model and predict the class of each exercise recorded.
Storm Damage and Related Economic & Public Health Effects within Communities Across the U.S.
This study utilizes data provided by the U.S. National Oceanic and Atmospheric Administrations (NOAA) storm database, to understand the effects of storm damages on economic and public health conditions within the Untied States.