Cleaning Big Data: Most Time-Consuming, Least Enjoyable Data Science Task, Survey Says
57% of data scientists regard cleaning and organizing data as the least enjoyable part of their work and 19% say this about collecting data sets. These findings are yet another confirmation of a very widely known and lamented fact of the data scientist’s work experience. In 2009, data scientist Mike Driscoll popularized the term “data munging,” describing the “painful process of cleaning, parsing,
Sanjay Krishnan – Data Science Research @ U Chicago
As humans, we understand that intelligence is inherrently decentralized and collaborative. Effective teams bring together multiple specialized skillsets to solve hard problems. Why can’t computer leverage this same principle? Ongoing Projects Decentralized Prediction. Our group is exploring how nodes on a distributed network can efficiently coordinate to make fast collective decisions. For example
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http://sirrice.github.io/files/papers/cleaning-hilda16.pdf
