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Mary's Projects

big-data- icon big-data-

Information extraction and Machine Learning Algorithms

classification-algorithms icon classification-algorithms

This project applies various classification algorithms (svm, mlp, xgboost and more) to the data set 'Shelter Animal Outcomes'

exploratory-data-analysis-r icon exploratory-data-analysis-r

This is an exploratory data analysis in R on the dataset is the “Salaries” dataset which contains 2008-09 ninemonth academic salary for Assistant Professors (AsstProf), Associate Professors (AssocProf) and Professors (Prof) in a college in the U.S. The data were collected as part of the on-going effort of the college's administration to monitor salary differences between male and female faculty members.

severe-storms-data-mining icon severe-storms-data-mining

This is a data mining and machine learning project on the dataset 'Severe Storm Event Details' by NOAA. It is an analysis of the damage induced by stroms in the USA from 1950-2019.

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