Explore KSACs by Pathway
Explore Knowledge, Skills, Abilities, and Credentials (KSACs) by IT Pathway.
2. Probability and Descriptive and Inferential Statistics
| Label | KSAC Description | Bloom's Taxonomy Level | Cross-Cutting | |
|---|---|---|---|---|
| a | Demonstrate knowledge of probability and standard statistical distributions | knowledge | 1 | Data Analytics 5a |
| b | Explain hypothesis testing and statistical significance | knowledge | 1 | |
| c | Demonstrate and explain the role and importance of model validation and accuracy metrics in analytics projects, hypothesis testing, and information retrieval | knowledge | 2 | Data Analytics 5d |
| d | Explain the concept of the least squares criterion | knowledge | 1 | |
| e | Demonstrate the conditions that comprise the simple linear regression model | skill | 1 |