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Digital Roundtable: Artificial Intelligence
101
June 3, 2020
Presented
By:
Moderated by: Ann Rosenfield,
MBA, CFRE
2
Todays Moderator & Panelists
Moderator:
Ann Rosenfield, MBA,
CFRE
Hilborn, Editor
Co-Host & Panelist:
Matthew Dubins, BA, MA
Founder, Donor Science
Consulting
Panelist:
Celeste Bannon Waterman
Partner & Lead, Research +
Analytics, KCI
Co-Host & Panelist:
Allen Davidov, MBA, CM.
Vice President & NFP Lead,
Environics Analytics
Panelist:
Greg Lee
Lead Data Scientist,
Fundmetric
Panelist:
Rodger Devine
Associate Dean of External Affairs for Strategy and
Innovation
University of Southern California
Question #1:
What is artificial intelligence (AI),
and what does it mean to use it in a non-profit?
Question #2:
What are some of the keyways that
nonprofits try to respond to, anticipate or
influence giving preferences to better
serve their donors, and maximize the
benefit for both sides?
Question #3:
What can AI do and what can't it do (yet)?
Question #4:
What are some objectives of using AI and
neural network-based approaches:
• Identify potential donors (e.g., classification tasks)
• Suggest tailored messaging (e.g., NLP)
• Create fundraising projections (e.g., regression, time series, etc.)
• Segmenting and clustering prospects (e.g., self-organizing maps)
Question #5:
What are some common data sources and
prerequisites for implementing AI in non-profit
contexts?
Question #6:
Do you need special software to use AI?
Question #7:
What steps would you recommend for nonprofits
interested in getting started with AI with their
data?
Thank you

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Digital Roundtable: Artificial Intelligence 101

  • 1. Digital Roundtable: Artificial Intelligence 101 June 3, 2020 Presented By: Moderated by: Ann Rosenfield, MBA, CFRE
  • 2. 2 Todays Moderator & Panelists Moderator: Ann Rosenfield, MBA, CFRE Hilborn, Editor Co-Host & Panelist: Matthew Dubins, BA, MA Founder, Donor Science Consulting Panelist: Celeste Bannon Waterman Partner & Lead, Research + Analytics, KCI Co-Host & Panelist: Allen Davidov, MBA, CM. Vice President & NFP Lead, Environics Analytics Panelist: Greg Lee Lead Data Scientist, Fundmetric Panelist: Rodger Devine Associate Dean of External Affairs for Strategy and Innovation University of Southern California
  • 3. Question #1: What is artificial intelligence (AI), and what does it mean to use it in a non-profit?
  • 4. Question #2: What are some of the keyways that nonprofits try to respond to, anticipate or influence giving preferences to better serve their donors, and maximize the benefit for both sides?
  • 5. Question #3: What can AI do and what can't it do (yet)?
  • 6. Question #4: What are some objectives of using AI and neural network-based approaches: • Identify potential donors (e.g., classification tasks) • Suggest tailored messaging (e.g., NLP) • Create fundraising projections (e.g., regression, time series, etc.) • Segmenting and clustering prospects (e.g., self-organizing maps)
  • 7. Question #5: What are some common data sources and prerequisites for implementing AI in non-profit contexts?
  • 8. Question #6: Do you need special software to use AI?
  • 9. Question #7: What steps would you recommend for nonprofits interested in getting started with AI with their data?