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Data analytics draws from a range of disciplines — including computer programming, mathematics, and statistics — to perform analysis on data in an effort to describe, predict, and improve performance. What are the four types of data analytics? Data analytics vs. business analytics. Data analytics salaries.

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Skater uses different techniques depending on the type of the model (e.g. but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. 2015) for additional details. PDPs for the bicycle count prediction model (Molnar, 2009). See Wei et al. 1135–1144, ACM, 2016.

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What is data analytics? Analyzing and managing data for decisions

Explaining black-box models using attribute importance, PDPs, and LIME

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