Sample Projects

Prioritizing outreach for higher ed advancement teams

Partners: EverTrue

Helped schools fundraisers prioritize their time and outreach by building a predictive model for where the next big gifts are likely to come from.

Approaches include: Predictive modeling, supervised learning, alternative data sources

case study

Putting AI into the hands of lung cancer clinicians

Partners: Bonnie J. Addario Lung Cancer Foundation

Translated advances in machine learning research to practical software for clinical settings, building an open source application through a new kind of data challenge.

Approaches include: Data challenge, deep learning, open source software, computer vision, predictive modeling, computer-aided diagnosis

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Driving data education through custom competitions

Partners: Microsoft

Developed online, white-label data science competitions for students to synthesize their learnings and test their skills on applied challenges. Each capstone features a real-world dataset that focuses on an important issue in the social sector.

Approaches include: Private data challenge, regression analysis, predictive modeling, data science education

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