- Grunion, Query Optimization Tool for Data Science and Big Data - Mar 14, 2017.
Grunion is a patent-pending query optimization, translation, and federation framework built to help bridge the gap between data science and data engineering teams. Read more to request access.
- How is my county doing? Benchmarking 3,143 US counties - Oct 26, 2016.
Could you have imagined a few years back how open data could be useful to get the insights about your county? Its changes, population, health, crime, education and many other aspects? How are other counties doing compared to yours? This article presents just such a benchmarking case study of US counties.
- Avoiding Tunnel Vision in Peer Comparisons - Nov 12, 2015.
Comparing yourself to peers (benchmarking) lets you understand how you’re doing and identify performance gaps. Benchmarking is widespread but frequently misses useful and actionable insights. The proposed approach helps avoid the tunnel vision in benchmarking.
- How to Lead a Data Science Contest without Reading the Data - May 17, 2015.
We examine a “wacky” boosting method that lets you climb the public leaderboard without even looking at the data . But there is a catch, so read on before trying to win Kaggle competitions with this approach.