Intro to AI Ethics

بواسطة: 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

Intro to AI Ethics
الذهاب الي الدورة

Intro to AI Ethics

بواسطة: Kaggle

  • Kaggle
  • مجانية
  • الإنجليزية
  • متاح شهادة
  • متاح في أي وقت
  • الجميع
  • N/A
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