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20NTC Session

AI for Good: a Machine Learning for Programming Case Study


We’ve all read the articles about how Artificial Intelligence (AI) is the next frontier in nonprofit technology – but what kind of problems can machine learning solve for your organization? Are there applications beyond fundraising? What data and processes does your organization need to start taking advantage of AI technologies now.

Through a case study on machine learning for program management, we will show how AI technologies can fit into your organization’s strategy, and describe a sample implementation at a direct service organization. This presentation will cover:

  • The kinds of questions machine learning can answer well – and those it can’t
  • The data and processes your organization will need to take advantage of machine learning
  • How machine learning can help you better understand the factors that contribute to program effectiveness
  • How to use machine learning to predict program outcomes

Learning Outcomes

  • Learn the kinds of questions AI can answer well - and those it can't
  • Understand the data and processes your organization will need to use AI technologies
  • See a real-life example of using AI to improve program effectiveness

Target Audience

EDs, program managers and developers interested in understanding the applications of AI in program management.


DataEmerging TechEvaluationProgram Development


March 26, 2020


1:45pm – 3:00pm