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