Module 10: Beyond 163

• Lesson 28: Fairness
  • Defining Fairness
  • Tradeoff Between Accuracy and Fairness
  • Worldview / Limitations of Fairness
  • Pause and Think
  • Practice: Fairness Concepts
• Lesson 29: Privacy
  • Is Your Data Anonymous?
  • Privacy in Practice: The Census
  • Differential Privacy
  • Jittering (Laplace Mechanism)
  • Randomized Response
  • Recap and Next Steps for Differential Privacy
  • Pause and Think
  • Practice: Privacy
• Lesson 30: Wrap Up and Next Steps!