Explore KSACs by Pathway

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

3. Data Manipulation

Label KSAC Description Bloom's Taxonomy Level Cross-Cutting
a Perform basic data manipulation and exploration using appropriate tools and software, including use of key Excel functions skill 3 Data Analytics 4c, Machine Learning 4f
b Create and edit simple data structures and storage, understanding how version control affects each skill 2 Data Analytics 4d
c Detect and remediate missing, miscoded, and anomalous data skill 2
d Explain the purpose of and code conditional logic statements skill 2
e Use a computer application to manage large amounts of information skill 2
f Implement common information retrieval and filtering applications in databases and data systems skill 2
g Find and access publicly available datasets skill 3
h Conduct ad hoc analysis (summarize, estimate, predict data, use pivot tables) skill 3