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Arkansas Introduction to Computer Science

Data Ethics

Students will explore ethical considerations in the field of data science. This module focuses on teaching students about data privacy and how to work with data responsibly.

Lessons

8.1 Data Privacy

  • Data Privacy
  • Data Privacy
  • Too Much Data Privacy?
  • Too Much Data Privacy Response
  • Example: Anonymizing Library Records
  • +2 more

8.2 Big Data and Bias

  • Big Data and Bias
  • Big Data and Bias
  • Machine Learning and Human Bias
  • Machine Learning and Human Bias
  • Cognitive Biases
  • +1 more

8.3 Responsible Data Science

  • Responsible Data Science Introduction
  • What is Responsible Data?
  • What is Responsible Data Science Response
  • Data Biography
  • Data Biography Examples
  • +3 more

8.4 Data Storytelling

  • Data Storytelling
  • Running Analytics Dashboard
  • Is That True? DUIs and the NFL
  • Data Story Reflection
  • Choosing a Narrative
  • +1 more

8.5 Final Project

  • Project Introduction
  • Step 1: Ask Questions
  • Step 2: Consider Data
  • Step 3: Analyze Data
  • Step 4: Interpret Data

Courses that include this module