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Kaggle-Courses-Intro-to-AI-Ethics

Kaggle-Courses-Intro-to-AI-Ethics


1 Introduction to AI Ethics

Learn what to expect from the course.

2 Human-Centered Design for AI

Design systems that serve people’s needs. Navigate issues in several real-world scenarios.

3 Identifying Bias in AI

Bias can creep in at any stage in the pipeline. Investigate a simple model that identifies toxic text.

4 AI Fairness

Learn about four different types of fairness. Assess a toy model trained to judge credit card applications.

5 Model Cards

Increase transparency by communicating key information about machine learning models.