70: Nonprofit Analytics & AI Pitfalls, with Dan Wagner

Episode 70 June 13, 2024 00:45:43
70: Nonprofit Analytics & AI Pitfalls, with Dan Wagner
Heart, Soul & Data
70: Nonprofit Analytics & AI Pitfalls, with Dan Wagner

Jun 13 2024 | 00:45:43

/

Show Notes

Dan Wagner, CEO and founder of Civis Analytics, discusses the importance of understanding the data journey for nonprofits. He emphasizes the risks of rushing into artificial intelligence without having the fundamentals in place.  By highlighting the challenges of automation, Dan offers solutions for nonprofits without dedicated data teams, including collaboration and resource pooling. In this episode we discuss various aspects of data science, including challenges, ethical considerations, and the role of data science in society.

Key Takeaways

Chapters

00:00 Introduction

01:24 The Data Journey
06:10 The Risks of Rushing to AI
11:25 Use Case Focus
19:14 Moving into Automation
30:59 Challenges for Nonprofits without Data Teams
36:44 Collaboration and Pooling Resources
10:00 Challenges in Data Science
20:00 Ethical Considerations in Data Science
30:00 The Role of Data Science in Society
40:00 The Future of Data Science

Guest Bio

Dan Wagner is the CEO and founder of Civis Analytics, a leading data science firm that empowers organizations to use data to solve their most critical problems. With a rich background in data science and analytics, Dan has been instrumental in transforming how businesses and nonprofits leverage data for decision-making and strategy. He is a recognized thought leader in the field, frequently sharing insights on the ethical implications of data science, the future of artificial intelligence, and the importance of robust data infrastructure. His passion for using data to drive social impact continues to shape his work and influence the broader analytics community.

Other Episodes

Episode 22

February 02, 2022 00:36:01
Episode Cover

22: Getting Started with Analytics with Julius Bogdan

Getting started with analytics in your team or organization can seem incredibly daunting. My guest today shares about both the nitty gritty of the...

Listen

Episode 55

March 10, 2023 00:41:18
Episode Cover

55: Promoting Equity with Data with Khanh Vu

Khahn Vu immigrated to America as a young child. As he grew up among American friends and worked for American companies, he found himself...

Listen

Episode 31

April 21, 2022 00:29:13
Episode Cover

31: Communications Data with Jessica Montana

Data are useful for determining and implementing impactful communications strategies. Hear success stories from communications expert Jessica Montana on how she uses data to...

Listen