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 |