Adrian Valles's repositories
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
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
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
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)
Coronavirus-Drive-Through-test-Simulation
Simulación de un proceso “Drive through” para la realización de tests serológicos
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
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
Predicting-Customer-Satisfaction
Predicting Customer Satisfaction on a highly Imbalanced dataset
Retailer-distribution-optimization
Scheduling and routing optimization problem using Xpress.
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)
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)