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What Your Nonprofit Needs To Know About Machine Learning

Global Giving

Machine learning models that make predictions to answer their questions usually need labeled training data. For example, a model built to predict if an email is spam will need to be trained on a dataset of emails with labels indicating whether each training example is spam or not.

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94 Free or Low-Cost Tools and Resources for Nonprofits

Nonprofit Tech for Good

Provided you set aside the time to explore and experiment, your nonprofit can use the free or low-cost tools and resources listed below to significantly improve your digital marketing and fundraising campaigns. Google Analytics is a freemium web analytics service offered by Google that tracks and reports website traffic.

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Measuring Your Blog's Outcomes and Use of Other Social Media Tools

Beth's Blog: How Nonprofits Can Use Social Media

Kevin Gamble left me a comment on a google analytics post that the " Depth of Visit Report " was one of the best metrics (coupled with referring source) for understanding visitor behavior on his university's web site. " I asked him if would share a screen shot of the report and reflect a little further on his comment.

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Measuring the Value of Your Blog: Reflections Over the Last Year

Beth's Blog: How Nonprofits Can Use Social Media

The dramatic rise a year ago was I consolidated several RSS feeds so Feedburner was reporting aggregate statistics. I did not include spam comments or my own). I especially appreciate both the quality and the personal nature of your posts and learning tools." In June 2008, it has more than doubled. " Conclusion.