aaren stubberfield ,
Association for Computing Machinery (ACM)
member
The American Statistical Association
Member
The Faculty/Staff Endowed Scholarship is supported by DePaul faculty and staff who are committed to helping students gain an extraordinary educational experience. To select the recipients, each college nominates an exemplary student to the Faculty/Staff Campaign Committee, which then awards the scholarship. Because only one student per college is selected annually, being chosen as a recipient for this scholarship is truly an honor.
DePaul University
Recipient of The DePaul Faculty/Staff Scholarship
Advance Data Analysis
CSC 424
Advance Data Mining
CSC 529
Business Condition Analysis
ECO 509
Computational Advertising
CSC 594
Data Analysis and Regression
CSC 423
Data Science Specialization | Johns Hopkins University
-
Database for Analytics
CSC 455
Economics/Decision Making
ECO 555
Entrepreneurship and New Venture Management
MGT 570
Exploratory Data Analysis | Johns Hopkins University
-
Financial Accounting
ACC 500
Getting and Cleaning Data | Johns Hopkins University
-
Knowledge Discovery Technologies
IS 567
Machine Learning | Stanford University
-
Management of Information Technology
MIS 555
Managing for Effective and Ethical Organizational Behavior
MGT 500
Master's Research - Text Summarization
CSC 629
Mining Big Data
CSC 555
Operations Management
MGT 502
Programming Data Mining Apps
CSC 478
R Programming | Johns Hopkins University
-
Scripting For Data Analsysis
CSC 433
Strategic Supply Chain Management
MGT 501
The Data Scientist’s Toolbox | Johns Hopkins University
-
The Data Scientist’s Toolbox | University of California, San Diego
-
Time Series Analysis Forecasting
CSC 425
Web Data Mining/Business Intelligence
ECT 584
Please view the video for a quick summary of the project. https://youtu.be/WZyKeLSLFNY

In preparation for the 2016 NFL playoffs I put together a Data Science project analyzed historical NFL games and predicts on a play by play basis which team is likely to win the game. This project demonstrates my ability to use cloud based systems (i.e. Microsoft's Azure), Data Science skills, and ability to communicate complex ideas in an easy to understand method.
NFL Play by Play Predition of Winner
https://youtu.be/WZyKeLSLFNY
Used the text analysis process of topic models, in particular Latent Dirichlet allocation (LDA) topic models, to improve the selection of relevant advertisements for sponsored search. The results of the project suggest that their might be a slight advantage of using topic modeling to improve
the selection of relevant advertisements.
Using Topic Models for Selecting Ads for Relevance
https://drive.google.com/file/d/0B0ewunuHpxg2anFRNDB1M1h0OVk/view?usp=sharing
Lead a team of students to run a Google AdWords campaign for three consecutive weeks using $250 provided by Google for a non-profit business. Our non-profit sponsor was Chicago Youth Symphony Orchestras: CYSO.
Google Online Marketing Challenge
http://www.google.com/onlinechallenge/
Researched about Google as an organization and analyzed how Google is keeping its workforce motivated and satisfied by relating the motivation theories to the company.
Motivation and Job Satisfaction at Google
LinkedIn
www.linkedin.com
Delivery Tips for Speaking in Public
https://www.linkedin.com/learning/delivery-tips-for-speaking-in-public
Neo4j
graphacademy.neo4j.com
298804
Introduction to Neo4j
https://graphacademy.neo4j.com/training/certificates/02ae2108207c022d6b3034904ba123ed4edc75cf1030c53279130272b1ad5a5d.pdf
Microsoft
courses.edx.org
aba48c0a4a194c92b7c0f81ab1d3086b
Delivering a Data Warehouse in the Cloud
https://courses.edx.org/certificates/aba48c0a4a194c92b7c0f81ab1d3086b
Microsoft
courses.edx.org
e6bce7b0f9954eedbecf119ca5ae4097
Microsoft Professional Orientation: Big Data
https://courses.edx.org/certificates/e6bce7b0f9954eedbecf119ca5ae4097
Microsoft Advanced Analytics
academy.microsoft.com
a3df5da2-ded7-4684-b10a-2f1a72cb71ce
Microsoft Professional Program for Data Science
https://academy.microsoft.com/Certificates/a3df5da2-ded7-4684-b10a-2f1a72cb71ce
edX
courses.edx.org
edX Verified Certificate for Data Science Professional Project
https://courses.edx.org/certificates/69aa3e2df65d49c59e3d6c0a516a8dde
edX
courses.edx.org
edX Verified Certificate for Applied Machine Learning
https://courses.edx.org/certificates/4e4314fddb66406dae5b5b3ca2f225a5
edX
courses.edx.org
edX Verified Certificate for Programming with Python for Data Science
https://courses.edx.org/certificates/f9584eaab0f048019022729d702c1699
edX
courses.edx.org
edX Verified Certificate for Data Science Essentials
https://courses.edx.org/certificates/766dbabca08b4a1985c8e1014256c409
edX
courses.edx.org
edX Verified Certificate for Principles of Machine Learning
https://courses.edx.org/certificates/ad7cc922206b4db99b89adab063e2e6e
edX
courses.edx.org
edX Verified Certificate for Analyzing and Visualizing Data with Excel
https://courses.edx.org/certificates/50056981d4904262838b412aebaa0101
edX
courses.edx.org
edX Verified Certificate for Data Science Orientation
https://courses.edx.org/certificates/5a745bfd1d804a92b03061e329680855
edX
courses.edx.org
edX Verified Certificate for Introduction to Python for Data Science
https://courses.edx.org/certificates/024a3a3b113c4b5191bd2d13c17c4bf3
edX
courses.edx.org
edX Verified Certificate for Querying with Transact-SQL
https://courses.edx.org/certificates/b03fc6ef22e14da7b9833843d97aad13
edX
courses.edx.org
edX Verified Certificate for Statistical Thinking for Data Science and Analytics
https://courses.edx.org/certificates/cb63d5f2237a44ae9b23ec55a8e370b2
Coursera Verified Certificates
www.coursera.org
HZL9VP4WAC
Reproducible Research
https://www.coursera.org/account/accomplishments/verify/HZL9VP4WAC
Coursera Verified Certificates
www.coursera.org
RZK948BHGJWE
Learning How to Learn: Powerful mental tools to help you master tough subjects
https://www.coursera.org/account/accomplishments/verify/RZK948BHGJWE
Coursera
Machine Learning
Coursera Verified Certificates
www.coursera.org
GY42J699AQ
Exploratory Data Analysis
https://www.coursera.org/account/accomplishments/verify/GY42J699AQ
Coursera Verified Certificates
www.coursera.org
H2ZTVKQWF6
Getting and Cleaning Data
https://www.coursera.org/account/accomplishments/verify/H2ZTVKQWF6
Coursera Verified Certificates
www.coursera.org
XPBVMFVRMU
R Programming
https://www.coursera.org/account/accomplishments/verify/XPBVMFVRMU
Coursera Verified Certificates
www.coursera.org
RUN5TA2X4X
The Data Scientist’s Toolbox
https://www.coursera.org/account/accomplishments/verify/RUN5TA2X4X
Zend The PHP Company
www.zend.com
ZEND017327
Zend Certified Engineer, PHP 5.3
http://www.zend.com/en/yellow-pages/ZEND017327
Microsoft
courses.edx.org
1fc57582251f45ac817f14822fd9ae48
Developing NoSQL Applications in Azure Cosmos DB
https://courses.edx.org/certificates/1fc57582251f45ac817f14822fd9ae48
https://de.linkedin.com/in/rick-scavetta
Berlin Metropolitan Area
Rick Scavetta
Data & Life Scientist | Compassionate Trainer & Mentor | Curious Student & Collaborator | Ethical Investor & Consultant
https://www.linkedin.com/in/justmarkham
Asheville, NC
Kevin Markham
Data Scientist & Founder of Data School
https://www.linkedin.com/in/china-agwubuo
Chicago, IL
China Agwubuo
Data Scientist | Senior Technology Consultant
https://ae.linkedin.com/in/elie-kawerk-data-scientist
United Arab Emirates
Elie Kawerk
Data Scientist | Machine Learning Practitioner | Datacamp Instructor | Educator | PhD in Physics
https://www.linkedin.com/in/lindsey-erickson-864187124
Greater Orlando
Lindsey Erickson
Data Scientist at American Systems
https://www.linkedin.com/in/compscivi
Los Angeles Metropolitan Area
Vi Nguyen
Data Scientist
https://www.linkedin.com/in/yiga-ngbogbara-b922a2a0
Detroit Metropolitan Area
Yiga Ngbogbara
Data Science Intern at Soothsayer Analytics
https://www.linkedin.com/in/lei-duan-65672582
San Francisco Bay Area
Lei Duan
Data Analytics | Product Analytics | Data Science
https://www.linkedin.com/in/matt-dawson-268b06a1
United States
Matt Dawson
Senior Data Scientist at Google
https://www.linkedin.com/in/emilia-zinger-806556138
Greater Chicago Area
Emilia Zinger
MS Data Science student at DePaul University
https://www.linkedin.com/in/sarah-schneider25
Baton Rouge, LA
Sarah Schneider
Data Scientist at BBP
https://www.linkedin.com/in/denise-hernandez-87959469
New York, NY
Denise Hernandez
Data Scientist for Data Science Elite Team
https://www.linkedin.com/in/ethanlinkedin
Mountain View, CA
Ethan Zou
Data Science Manager at Coursera
https://au.linkedin.com/in/hugo-bowne-anderson-045939a5
Darlinghurst, NS
Hugo Bowne-Anderson
Data scientist, writer, educator, machine learner, occasional podcaster, consultant.
https://www.linkedin.com/in/sanyamkumar
New York, NY
Sanyam Kumar
Associate Director, Data Science| Commercial Pharma Analytics | Accelerating Rare Disease Diagnosis| Artificial Intelligence| Harvard Delegate for Asian and International Relations (HPAIR)
https://www.linkedin.com/in/bhavya-bansal1
Raleigh, NC
Bhavya Bansal
Data Engineer
https://www.linkedin.com/in/corey-hardcastle-9654b453
Detroit Metropolitan Area
Corey Hardcastle
Director, NA Head of Analytics
https://www.linkedin.com/in/sweya-gaddam-51011b5b
Dallas-Fort Worth Metroplex
Sweya Gaddam
Data Mechanic
https://www.linkedin.com/in/abhi-krishnan
San Francisco Bay Area
Abhishek Krishnan
Manager, Data and Analytics at PwC
Monica Johns
      
          



            
              
        
              
  

    
        I had the pleasure of working with Aaren Stubberfield at Ingredion both in projects and as a LSS Six Sigma Black Belt Candidate.  Aaren is ambitious, detail oriented and highly organized, but most of all, he is a joy to work with.  Aaren not only meets deadlines, is able to do miracles with data analytics, but he is also friendly, kind and a bight light at Ingredion.   As a key resource on the Order to Deliver team, he delivered data quickly and accurately.  As a Lean Six Sigma Black Belt Candidate, he easily understood complex topics and has the statistical and mathematical background to really use data to change processes and determine root cause.   He is ready to deal with difficult situations and  can engage at all levels of the organization to make results happen.  I would HIGHLY recommend him to any organization.   Joe Pajak
      
          



            
              
        
              
  

    
        Dedication is the phrase that comes to mind when I think about Aaren.  I've had the pleasure of knowing Aaren since 2014 & managed him from 2015 - 2017 at Ingredion.  Above all, I was always impressed with Aaren's can-do attitude.  And, of course, his positive energy that he brings to situations is infectious.  Aaren would be a true asset for any positions requiring an individual who goes beyond the reporting side of analytics - working to bring meaning to data.  He also is not afraid to step out, try new things & be put in stretch situations that help the organization, while allowing him to personally grown.  Aaren comes with my genuine recommendation. 


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Thank you Hitachi Vantara for allowing me to share my story.
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Action and inaction matter. When we hope, we invest in our future. Through bold actions in his personal and professional journey, Reggie continues…
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View my verified achievement from UVA Darden School Foundation Executive Education & Lifelong Learning.