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8 Artificial Intelligence Concepts & Terms for Nonprofits

Nonprofit Tech for Good

Unsupervised Learning: ML technique where algorithms learn patterns and relationships from unlabeled data. Supervised Learning: ML technique where algorithms learn from labeled data to make predictions or decisions. Deep Learning: A subset of ML involving neural networks with multiple layers, used for complex pattern recognition.

Technique 254
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The Use of AI in Fundraising: Maximizing Donations with Data-Driven Asks

Nonprofit Tech for Good

It will also help them build better relationships with major donors and their broader donor base. Data Analysis for Insightful Strategies Data analysis is at the heart of artificial intelligence in fundraising. In summary, AI’s role in fundraising initiatives goes far beyond automation. Nonprofits can embrace AI.

Donation 203
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Getting the board on board with nonprofit technology changes

EveryAction

Does the organization need an independent, neutral third party to assess needs, listen to staff, and provide comprehensive analysis on the best path forward? These qualities are also not a replacement for a complete current state analysis and a carefully drawn roadmap executed by an independent, tool-agnostic third party.

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Can Social Network Analysis Improve Your Social Media Strategy?

Beth's Blog: How Nonprofits Can Use Social Media

Here’s a link to a summary and the recording over at the Care 2 Frogloop blog. One of the topics was “How to understand social networks through social network analysis and mapping techniques.&# I thought I’d expand on it here. It looked at the relationships between players on a football team.

Analysis 104
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Nonprofit Marketing: How Technologies Will Change the Future

Nonprofits Source

If using these new technologies effectively, nonprofit professionals can speed up their ability to build relationships with supporters, analyze donor data , and create sustainable fundraising plans. This is especially useful for enterprise-level nonprofits managing thousands of donor relationships. Measure affinity in real-time.

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Data drives better digital marketing for nonprofits

3rd Sector Labs

I refer to this report fairly often because the summary points are such good reminders to all of us in the nonprofit sector (I’m interpreting a bit to use nonprofit terminology): Focus on your best donors. This effort will improve your fundraising results by strengthening your relationship with each donor. Use small data (i.e.

Digital 138
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How Data Analysis Can Help Nonprofits Reach Major Donors

sgEngage

Seamless communication allows you to build and maintain a deep, trusting relationship with your major donors. Because your relationship with these donors is so important and individualized, ask them how they want to be reached to ensure your communication strategy is aligned with their preferences.