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Adrian Valles's Projects

benefits-of-graduate-school icon benefits-of-graduate-school

Utilized Tableau to visualize data conveying the benefits of obtaining certain graduate degrees based on salary and unemployment rates for the Data Visualization class (BANA 6037)

bike-sharing-demand-forecasting icon bike-sharing-demand-forecasting

Through this project we aim to combine historical usage patterns with weather data in order to forecast bike rental demand in the Capital Bikeshare program in Washington, D.C. on any given day. Furthemore, Given the daily bike demand for 2011 and 2012, we will forecast the 2013 bike demand through an univariate time series analysis using a seasonality factor.

breast-cancer-prediction icon breast-cancer-prediction

Performed and compared predictive modelling approaches (classification tree, logistic regression and random forest) to predict benign vs malignant breast cancers using R for the Data mining class (BANA 4080)

clustering-and-association-rules-project icon clustering-and-association-rules-project

The following project applies clustering and association rules to study the distribution of the European employment as well as the food consumption of the Cincinnati zoo

flight-delays icon flight-delays

Performed data analysis using R on more than 7,000,000 flights that took place in the United States during 2015: Final project for the data wrangling in R calss (BANA 8090)

flight-landing-prediction icon flight-landing-prediction

Conducted data preparation/cleaning and statistical modeling in a project using SAS to consider factors affecting flight landing overrun and predicting landing distance of commercial flights to reduce overrun

job-prestige-analysis icon job-prestige-analysis

Performed statistical analysis in R applying analytical tools such as the empirical distribution function, bootstrap and hypothesis tests to obtain insights on the prestige of 102 different Canadian job occupations from 1972. This project was for the probability models class (BANA 7031)

simulating-ticket-office icon simulating-ticket-office

Conducted a simulation study on the athletic ticket office of the University of Cincinnati using Arena software for the Simulation models class (BANA 7030)

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