What is data cleaning in machine learning? Data cleaning in machine learning (ML) is an indispensable process that significantly influences the accuracy and reliability of predictive models. It ...

Vol. 22, No. 4, Special Issue: Learning Analytics and Computational Techniques for Detecting and Evaluating Patterns in Learning (October-December, 2013), pp. 521-563 (43 pages) Published By: Taylor & ...

James Vincent is a senior reporter who has covered AI, robotics, and more for eight years at The Verge. If you imagine the life of a machine learning researcher, you might think it’s quite glamorous.

Poor data quality is enemy number one to the widespread, profitable use of machine learning. While the caustic observation, “garbage-in, garbage-out” has plagued analytics and decision-making for ...