Explore KSACs by Pathway

Explore Knowledge, Skills, Abilities, and Credentials (KSACs) by IT Pathway.

5. Data Ethics

Label KSAC Description Bloom's Taxonomy Level Cross-Cutting
a Identify how global legal, policy and/or ethical constraints might impact data analyses knowledge 2 Data Analytics 8a, Machine Learning 5a
b Identify the established ethical and legal issues in data management facing organizations knowledge 2 Data Analytics 8b, Machine Learning 5b, Data Management 3e
c Explain how ethical, compliance, and legal issues should/must be considered in data driven decision making knowledge 1 Data Analytics 8c, Machine Learning 5c
d Explain the importance of personal privacy issues related to the collection and usage of data knowledge 2 Data Analytics 8i, Machine Learning 5g, Data Management 3f
e Explain the important issues around data governance knowledge 2 Data Analytics 1b, Machine Learning 5d
f Recognize potential sources of bias in data or analysis knowledge 3 Machine Learning 5k, Data Management 3j