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Doug Needham
  • Male
  • Hebron, KY
  • United States
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Profile Information

Company:
Cengage Learning
Job Title:
Data Scientist
Seniority:
Manager
Job Function:
Data Science, Business Analytics, BI, Other
Industry:
Education
Short Bio:
I am a data guy. I have been building Data Warehouse, Business Intelligence, and now Data Science frameworks over the past few years. I started out my career as a DBA, building frameworks from the infrastructure up to the user interface, and optimizing the analytical processes to get the answers people are looking for as efficiently, and repeatable as possible. Getting data out of applications and doing interesting things with that data after the primary use-case is done has been my forte.
LinkedIn Profile:
http://www.linkedin.com/in/dougneedham/
Interests:
Networking, Finding a new position, New venture, Recruiting

Doug Needham's Blog

Data Structure Graph - The application of Graph theory to Architecture

Posted on June 15, 2015 at 1:00pm 0 Comments

How does centrality affect your Architecture?

Some time ago, I was responsible for a data architecture I had mostly inherited. There were a number of tweaks I worked to on to refine the monolithic nature of the main database. It was a time of upheaval in this organization. They had outgrown their legacy Computer Telephony Interface application. It was time to create something new. 
A large new application development team was brought in to develop some new…
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