Sebastian Schelter
I am an Assistant Professor with the University of Amsterdam, conducting research at the intersection of data management and machine learning. I am affiliated with the Intelligent Data Engineering Lab, manage the AI for Retail Lab and have a joint appointment as research fellow at Ahold Delhaize. My work addresses data-related problems that occur in the real world application of machine learning.
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,
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Everything We Wish We'd Known About Building Data Products
