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Best Practice of Using Data Science Competitions Skills to Improve Business Value

DataRobot

This article presents a case study of how DataRobot was able to achieve high accuracy and low cost by actually using techniques learned through Data Science Competitions in the process of solving a DataRobot customer’s problem. While there are many differences between Data Science Competitions and business, there are also similarities.

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Making ML models differentially private: Best practices and open challenges

Google Research AI blog

Posted by Natalia Ponomareva and Alex Kurakin, Staff Software Engineers, Google Research Large machine learning (ML) models are ubiquitous in modern applications: from spam filters to recommender systems and virtual assistants. These models achieve remarkable performance partially due to the abundance of available training data.

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How to Use CRM + Donor Management Software to Talk to Anyone

EveryAction

Bonus: get a free Nonprofit Donor Persona Template + sample to start building your communications strategy now! Here are nine persona examples that use data to talk to potential donors, current supporters, event attendees, and more. Using reports to answer some of the typical questions you might get from a board member.

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

Beth's Blog: How Nonprofits Can Use Social Media

So, here's a comparison between last year and this year and another opportunity to consider improvements. It is not useful to know how many posts you write on a monthly, weekly or daily basis or the number of the words for comparisons either. I just sampled one month. I did not include spam comments or my own).