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Blackbaud Luminate Online® Benchmark Report Highlights

sgEngage

The 16th annual Blackbaud Luminate Online Benchmark Report is here! It’s also a valuable tool to help nonprofits evaluate their results by giving them a comparison point for their performance against organizations of similar sizes and issue areas. We look forward to this report every year.

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Google Analytics and Benchmarks: HAWK

M+R

Hey data friends, it’s our favorite time of the year, the birds are singing, the flowers are blooming, you can sip your iced coffee outside and read Benchmarks ! It’s not accurate to compare UA pageview data to GA4 pageview data since the metric logic has also changed. Give it a read here !

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Moving from Red AI to Green AI, Part 1: How to Save the Environment and Reduce Your Hardware Costs

DataRobot

Leaderboards for popular benchmarks are full of examples of Red AI where improvements are often the result of scaling processing power. To illustrate the energy needed in deep learning, let’s make a comparison. As a hardware-independent metric, they recommend the amount of floating-point operations (FLOPs) to measure model size.

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Running Code and Failing Models

DataRobot

Over the holidays, I used DataRobot to reproduce a few machine learning benchmarks. The SARCOS dataset is a widely used benchmark dataset in machine learning. I tested this dataset because it appears in various benchmarks by Google and fast.ai. For comparison, a random forest model achieves 2.38 SARCOS Dataset Failure.

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Stephen Downes On Blog Metrics

Beth's Blog: How Nonprofits Can Use Social Media

Stephen Downes summarized my post on Social Media Metrics and Measuring Blog Outcomes and added some commentary. My post wasa riff on evaluating the effectiveness of blogs, and in particular, a set of metrics from Avinash Kaushik: "Raw Author Contribution (posts and words in post). Some pr professionals agree.

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Please Use Streaming Workload to Benchmark Vector Databases

Towards Data Science

Static workload benchmark is insufficient. The standard way to evaluate ANN indexes is to use a static workload benchmark , which consists of a fixed dataset and a fixed query set. A static workload benchmark. This evaluation approach was popularized by the ann-benchmarks project which started 5 years ago. MIT Licence.

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The Nonprofit Engagement Metrics You May Have Overlooked

Neon CRM

Nonprofit engagement metrics can help you understand your organization, but you’ve probably seen the same terms over and over again in your research. By embracing a few overlooked metrics, you will be able to go deeper into that information. By embracing a few overlooked metrics, you will be able to go deeper into that information.

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