Course

Credit Type:
Course
ACE ID:
SOPH-0099
Version:
1
Organization's ID:
CS0070
Organization:
Location:
Online
Length:
The course is self-paced; learners may use as much or as little time as they need to complete the course.
Minimum Passing Score:
70
ACE Credit Recommendation Period:
Credit Recommendation & Competencies
Level Credits (SH) Subject
Lower-Division Baccalaureate 1 Data Literacy
Description

Objective:

The course objective is to introduce a practical, step-by-step approach to working with data in spreadsheets and CSV files. Students learn how to read and organize tables, ask meaningful questions, and determine whether a dataset can support those questions. They develop skills in cleaning data, calculating basic metrics, and creating clear charts. The course emphasizes communicating findings responsibly, including recognizing limitations, identifying bias, and presenting results clearly for a general audience.

Learning Outcomes:

  • Interpret how spreadsheet structure, fit-for-use checks, documentation, and quality practices support responsible analysis of structured data.
  • Use descriptive metrics, clear visualizations, and responsible reporting practices in spreadsheet data communication.

General Topics:

  • Data Literacy Workflow
  • Spreadsheet Tables and Data Types
  • CSV Files and Data Formats
  • Identifiers and Record Structure
  • Data Questions and Audience
  • Dataset Fit for Use
  • Metadata and Data Documentation
  • Bias, Context, and Data Limitations
  • Tidy Tables and Data Cleaning
  • Derived Fields and Spreadsheet Preparation
  • Descriptive Metrics
  • Rates, Percents, and Grouped Comparison
  • Data Visualization and Clear Chart Design
  • Chart Critique and Visual Integrity
  • Causal Claims and Responsible Data Communication
Instruction & Assessment

Instructional Strategies:

  • Audio Visual Materials
  • Computer Based Training
  • Lectures
  • Practical Exercises

Methods of Assessment:

  • Examinations
  • Quizzes
  • Written Papers
Supplemental Materials
Equivalencies

Other offerings from SOPHIA Learning, LLC