Open Sourced Workforce Analytics: A Live Demonstration of Tools and Techniques for Predictive Modeling


The ability to leverage free open sourced technologies has become a critical part of gaining an effective workforce analytics capability.  During this session, Jason will present several project case studies, the algorithms applied, and the free open sourced software programs used. The project case studies will also address the following predictive modeling challenges:

  • Visualizing the impact of important patterns to drive action
  • Make predictions as accurately as possible
  • Rashomon effect and the multiplicity of good models

Jason will also provide demonstrations of the free open sourced software programs throughout this session using sample data.


Jason Noriega

Diversity Talent Analytics Team, Chevron