Josh Birkholz

Redefining fundraising for the 21st Century.

Posting on analytics, technology, visualizations, fundraising, and other unrelated things I find interesting like Doctor Who, sci fi wierdness, crazy new ideas, and interesting people.




Author of Fundraising Analytics
Principal at Bentz Whaley Flessner

Founder of the analytics group donorcast

Recent Tweets @birkholz
Posts I Like
Posts tagged "data mining"


Scientists are developing a computer that can read vast amounts of scientific literature, make connections between facts and develop hypotheses.

To be useful, a computer would need to trawl through the in the same way that a scientist would: reading the literature to uncover new knowledge, evaluating the quality of the information, looking for patterns and connections between facts, and then generating to test. Not only might such a program speed up the progress of scientific discovery but, with the capacity to consider vast numbers of factors, it might even discover information that could be missed by the human brain.

Read the article here

The 10 most amazing databases in the world do more than store knowledge. They provide researchers with new ways to solve long-cold crimes, predict economic recessions, measure your love life, map the universe and save lives.

Why Children’s Mercy Hospital’s annual giving program rules. 

A great video from David Logan, director of annual programs and analytics on how they use predictive analytics for annual giving segmentation and prioritization.

Learn how to do this here (DonorCast)

Bentz Whaley Flessner

Predicting Personal Behavior (Next Frontier in Credit Scores) from the Wall Street Journal

BY SCOTT THURM

Do you know your Medication Adherence Score?

Fair Isaac Co. thinks it does. The company that created the FICO credit score is branching into new territory, assembling disparate data in an effort to better understand a range of human behaviors.

The Medication Adherence Score is Fair Isaac’s latest innovation. It aims to gauge the likelihood that a person will take his prescribed medications. Though the company is mum about how it crunches numbers, the score is based partly on how long a person has lived at the same address and whether he owns a car.

“We know what you’re going to do tomorrow,” Mark Greene, Fair Isaac’s chief executive, told investors earlier this year.

Read the entire article here

Web 3.0 (from social to big data).  Are you ready?

Using data to improve real life experiences. It’s all about Big Data. Watch this debate, a must!

If Web 2.0 was all about social, then Web 3.0 is all about “big data:” people and machines sharing an unprecedented amount of information. What does that mean for you as a recruiter, a professional, and an individual? In this session, Reid Hoffman, LinkedIn Co-Founder and Executive Chairman, will be joined by some special guests to discuss the next wave of the internet and how it will change things—again.

Headline link goes directly to the Fast Company Article.

For information on applying analytics to nonprofit fundraising, visit DonorCast

Are you a data hoarder?  Video parody just for fundraisers and development operations

dkalab:

Nowadays, to be able to win any data mining & machine learning competition. Ensemble learning seems something you got to do, regardless what underlying base algorithm you use. Ensemble of different algorithm variations introduce diversity and diversity helps accuracy.