Intro to AI Ethics

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Intro to AI Ethics provided by Kaggle is a comprehensive online course, which lasts for 4 hours worth of material. Intro to AI Ethics is taught by Alexis Cook and Var Shankar. Upon completion of the course, you can receive an e-certificate from Kaggle. The course is taught in Englishand is Free Certificate. Visit the course page at Kaggle for detailed price information.

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