Data Analytics and Data Mining
Data Science is a field of interest. I have experience in performing data analytics using tools such as SAS Enterprise Miner, MatLab, Weka. I also have experiences utilizing data visualization tools like Microsoft Power BI. I also have user knowledge on creating and assessing statistical models and processing data
Data Mining using SAS Enterprise Miner
Decision Trees, Neural Networks, Regression Models
- Classification and Decision Trees
- Classification and Regression Trees
- Comparing Decision Tree, Neural Net, Regression
- Entropy, classification and Regression Trees
- Neural Networks
Comparing Neural Networks
Neural Networks, MBRs, and Regression Models
- Dimension Reduction, Variable Selection, Principle Component Analysis
- Model Comparison Real Estate Data
Text Mining
Performance Evaluation
- Lift Chart, Cumulative Response
- Performance Evaluation
- Principal components and model comparison
- Variable Selection and Principle Component Analysis
Data Visualization
Data visualization is the graphical representation of information and data. Through the use of visual elements like charts, graphs, and maps, data visualization tools provide a way for people to see and understand trends, outliers, and patterns in data. I was able to gain experience in my internship at KFC with utilizing Microsoft Power BI to do data analysis and construct meaningful visualizations and also have training in how to use Tableau.
In the world of Analytics and Big Data, data visualization tools and technologies are key to analyzing large amounts of information and make data-driven decisions.
Tableau
Microsoft Power BI
Database Design & Applications
Having knowledge and understanding of how databases are designed and the applications that go with it is vital to conducting data mining and data analysis. I have education and experience using Microsoft SQL Server
- SQL Queries and views
- Cursors and triggers
- Crow’s foot ERDs
Business and Systems Analysis
Problem solving and critical thinking are vitally important skills in today’s business world. In this field, a person must be able to analyze a business, its environment and IT infrastructure and be able to determine that business’s strengths and weaknesses. IT needs to be structured in a way that helps an organization reach its goals and mission by supporting and improving its strategies and processes. I have conducted a few case studies in my educational career and was able to help a non-profit by conducting a systems analysis for them.
Systems Analysis
Kentucky Horseman’s Benevolent and Protective Association
Business Case Analysis
Programming Skills
Programming skills are the foundation to any person in the field of information technology. I have knowledge of C#, Python, R and SAS. Not only do I have the basic coding abilities that most IT people have, but I also understand the underlying logic behind the code.
C#
- Student Admission Calculator
- Pain Cost Calculator
- Registration Calculator for Students
- Name Display
- Tip Calculator
- Nested Loop Patterns
- Month Display
Python
- Arrays and Graph
- Create a Dictionary and Report
- Else if and Arrays
- Encryption
- If else statement
- Lists and Dictionaries
- Math Calculations
- Python Basic Terms
- Reading data from file, print report
- While Loop
- While Loop and Recursive Function
- While Loop, For Loop
R
SAS
Multiple Linear Regression
Logistic Regression
Panel Data
Time Series and Forecasting
- Arch and Garch Model
- Arch and Grach Model #2
- Non-Stationary Test
- Home Interest Rates
- ARDL/Exponential Smoothing
Treatment Effect
ESRI ArcGIS
Having the skill set and knowledge of how to use contextual tools for mapping and spatial reason allows a company to explore the data they have on a regional and demographic level. Knowing how to use this tool allowed me to have a deeper understanding of how information is connected and use analytics to further explore the dimensions that are available.
Operations Management
Operations management skills are key to any business. Knowing the methods, principles and techniques are key. Operations Management is the administration of business practices to create the highest level of efficiency possible within an organization. Operations management teams attempt to balance costs with revenue to achieve the highest net operating profit possible.
- Costs, Revenue, and Center of Gravity
- Forecasting, Exponential Smoothing, Moving Average, Statistical Techniques
- Histogram and Statistical Process Control Charts
- Inventory Management
- JIT and Lean Practices
- Layout Strategy and Decisions
- Material Requirements Planning (MRP)
- Operations Management and Productivity
- Statistical Process Control Charts
- Control Limits
- Theory of Constraints, Global Business
- Pert, Critical Path Management, Slack
- Planning Process
Healthcare Management
Healthcare management is a field that requires critical thinking, training, planning, and a multifaceted approach involving multiple stakeholders. I have experience creating a successful program, involving the community, collect meaningful data and presenting the results to relevant audiences
Analysis of Programs of the Office of Emergency and Public Health Preparedness, Louisville Metro Public Health and Wellness Department
Technical Skill Sets
A list of skills, languages and specialties in a quickly view-able format is valuable in knowing how to evaluate what skill sets that a person has.
Certifications
Incident Command Systems (ICS)
- ICS 100 Intro for Healthcare/Hospitals
- ICS 200 Applying ICS to Healthcare/Hospitals
- ICS 300 Intermediate ICS for Expanding Incidents
- ICS 700 Intro to National Incident Management System (NIMS)
- ICS 800 Intro to National Response Framework
Contact Information
For contact information see the resume PDF version below