Data and algorithms: Exam preparation

3.6. Data and algorithms: Exam preparationΒΆ

  1. Please define the term data.

  2. Please define the term representational measurement following Hand [2016].

  3. Please define the term pragmatic measurement following Hand [2016].

  4. Please define the term algorithm following Cormen [2013].

  5. Please list the set of four problem categories algorithms are used for following Fry [2018] and provide examples for each task category.

  6. Please discuss the three areas for the forensic audit of algorithmic fairness following Mitchell, Potash, Barocas, D'Amour, and Lum [2021].