Predictive Analytics: Coaches Salary Recommendation Permalink
Providing salary recommendations for NCAA Football coaches using predictive modeling.
Work Samples
2021
The Project About Nothing (Seinfeld Script Analysis) Permalink
Text mining group project analyzing the iconic TV series, Seinfeld.
Text Classification Using Customer Reviews Permalink
Predicting sentiment analysis and lie detection from online customer reviews using Multinomial Naive Bayes from the Sklearn package in Python.
Marketing Analytics: Customer Brand Perception Permalink
Marketing analytics project using survey data to test brand perception and discover customer segmentation.
2020
Fudgemart, Inc. A Data Warehouse & Business Intelligence Project Permalink
A final group project on data warehousing from conceptual models, to SQL scripting and data ETL procedures, concluding with business intelligence analyses.
Time Series Analysis Permalink
An analysis using time series data.
Logistic Regression Permalink
Logistic regression exercises using R.
Multiple Regression Permalink
Multiple regression exercises using R.
ANOVA Analysis Permalink
Analysis of variance exercises using R.
Correlation & Test of Independence Permalink
Correlation and test of independence exercises using R.
Bayesian and Traditional Hypothesis Testing Permalink
Bayesian and traditional hypothesis testing exercises using R.
Netflix* Marketing Poster Permalink
Data visualization student term project with all figures plotted in R, enhanced with Adobe Illustrator.
Logit, Probit, and Neural Network Analyses: Loan Acquisition Behavior Permalink
A group assignment exploring generalized linear regression using Logit, Probit and Neural Network analyses.
Optimizing Product Pricing Permalink
A group assignment determining optimal product pricing.
Data Visualization: R and Adobe Illustrator Permalink
R plots enhanced with Adobe Illustrator.
Tableau Dashboard Permalink
Sample Tableau dashboard using baseball data from baseball-reference.com.
Power BI Dashboard Permalink
Power BI dashboard using sample sales data.
Google Analytics Permalink
Group assignment analyzing Google Adwords from Google Analytics.
MLB Batting Leaders Distribution Permalink
Distribution visualizations in R, using MLB Stacast data.
Data Interrogation Permalink
An R assignment exploring, grouping, and visualizing various types of data.
Data Mining Term Project: Covid Indicators Permalink
Data mining term project exploring possible Covid-19 indicators using demographics.
Data Analysis and Decision Making Term Project: Process Improvement Permalink
A process improvement project using the DMAIC approach.
Machine Learning/AI Research Report: Baseball Analytics Permalink
A research report exploring the use of machine learning and AI in baseball.
Text Mining Permalink
Some say machine learning can predict whether or not a person is telling the truth. To investigate this claim, I tested a collection of authentic and falsifi...
SVM, KNN, and Ensemble Learning Permalink
An assignment exploring Support Vector Machines, K Nearest Neighbors, and Ensemble Learning.
Decision Trees Permalink
Determining the authorship of The Federalist essays using decision trees.
Clustering Permalink
Clustering methods used to determine the authorship of The Federalist essays.
Association Rule Mining Permalink
An association rule mining assignment using bank data.
Data Exploration and Transformation Techniques Permalink
An assignment using data exploration and transformation techniques.
Database Term Project: Sour Grapes Permalink
Designed and implemented a database to solve a database management of my choosing.