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New Techniques for Donor Profiling and Audience Modeling

NonProfit PRO

Here are some techniques to help any organization use data to create new models, audiences, and pools of targeted prospects that look just like their best donors. We know that more targeted and relevant marketing drives higher response rates and engagement, and to get more targeted and relevant, you need great data.

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RAG-Enhanced Conversational AI: A Comprehensive Guide

Forum One

The introduction of Retrieval-Augmented Generation, or RAG, now allows AI applications to enhance the capabilities of machine learning models by integrating them with a retrieval component. Avoid Vendor and Model Lock-in: The AI space is still evolving rapidly.

professionals

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What can nonprofit technology trainers learn from the social work field to improve their training techniques?

Beth's Blog: How Nonprofits Can Use Social Media

Here’s a few frameworks and techniques I learned first hand from Nancy as she accompanied me to the sessions I was leading. It is about simply learning how to use a new tool or technique. Nancy used the phrase “pre-contemplation” and “contemplation” stages of behavior change and introduce me to a behavior change framework.

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Outgrowing RFM Segmentation? How Machine Learning Can Help

Top Nonprofits

It can help you measure your performance, refine your fundraising strategies, and ultimately boost the effectiveness of your campaigns. Machine Learning & Predictive Modeling. The donor segments produced by RFM techniques are often too broad to be truly valuable or as useful as possible. Let’s walk through why.

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Elevating your major gifts and planned giving with data-driven decision-making

EveryAction

Even if you know a donor’s income, a big “if” with legacy models, do you understand their expenses or true net worth? Legacy-modeled data often fails to take details like these into account. Relationships are vital, and understanding what might make someone tick could help you form stronger connections and drive donations.

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Putting the AI in Education: Stepping Toward Generative Artificial Intelligences 

sgEngage

Adaptive learning models can empower teachers to customize instruction for each student’s needs, and students can even personalize a digital tutoring experience. While our upcoming session at bbcon 2023 will focus on where the tools are, we also hope to help shape conversations about where generative AIs are headed.

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3 Tips to Prepare Your Nonprofit’s Team for AI Fundraising

Greater Giving

That’s why we’ve compiled three essential tips to help your team prepare for AI fundraising : 1. Predictive analytics: BWF defines predictive analytics as the process of assessing your nonprofit’s data to make predictions and model future donor behavior. This will help your organization stay on the cutting edge of the latest trends.

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