SOL Prep

Data in Context

Virginia SOL DS.2

Design a data project plan aligned with the data science cycle, including sampling methodology.

Study DS.2 with SOL PrepBack to Data Science

What students need to be able to do

  • Design a data project plan with components such as project goals, parameters, stakeholders, timeline, KPIs, resources, and limitations.
  • Select and justify a sampling technique (simple random, systematic, stratified, cluster) for a data project.
  • Identify bias considerations in the sampling process of a data project.