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UNCC DSI - ATD Case Study

Guest Speaker - University of North Carolina Charlotte, Data Science Initiative, Charlotte, September 2019.

Presentation Overview: 

  • Current industry practices/shortcomings & opportunities for Advanced Analytics solutions.
  • Data Science use cases: DC Staffing (efficient staffing in our Distribution Centers), Price Optimization (Optimizing prices of all products automatically)
  • Big Data challenges
  • Data Science skills required
  • Advanced Analytics: Technology landscape
  • How ATD deploys solutions
  • Lessons learned
  • Q&A 


  • Alex Liang: Principal Data Scientist
  • RaviShankar Sivasubramaniam: Senior Machine-Learning Solutions Architect