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Kaggle

Intro to AI Ethics

via Kaggle

Overview

Explore practical tools to guide the moral design of AI systems.

  • Learn what to expect from the course.
  • Design systems that serve people’s needs. Navigate issues in several real-world scenarios.
  • Bias can creep in at any stage in the pipeline. Investigate a simple model that identifies toxic text.
  • Learn about four different types of fairness. Assess a toy model trained to judge credit card applications.
  • Increase transparency by communicating key information about machine learning models.

Syllabus

  • Introduction to AI Ethics
  • Human-Centered Design for AI
  • Identifying Bias in AI
  • AI Fairness
  • Model Cards

Taught by

Alexis Cook and Var Shankar

Reviews

5.0 rating, based on 1 Class Central review

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  • Somya Chhajed
    This class was excellent--where have you been all my life? The instructor was incredibly knowledgeable and articulate. This was the first time I have taken a virtual class, and I was delighted with it and look forward to coming back to ONLC for more classes in the future. I loved the fact that even though there were others attending the class from other locations, my physical space was private and quiet and very conducive to learning! Thank you.

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