Explore KSACs by Pathway

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

3. Data Quality

Label KSAC Description Bloom's Taxonomy Level Cross-Cutting
a Identify steps to ensure data quality at each level knowledge 2
b Explain strategies for dealing with data quality issues knowledge 2
c Understand how to curate data, how data will be used, and ensure that data is fit for purpose and use skill 3
d Demonstrate an understanding of integrating data sources and data fusion concepts and methods for performing these activities knowledge 3
e Identify data quality issues (e.g., missing values, duplication of records, outliers) skill 4
f Perform data summarization, sanity checks, and validation using appropriate tools and software skill 3
g Assess data in terms of availability and appropriateness to the possible solutions ability 5