Course curriculum

    1. Lesson 1.1: Introduction to Bias

    2. Lesson 1.2: Principles of Bias Detection and Mitigation

    3. Lesson 1.3: Understanding Bias through Case Studies

    1. Lesson 2.1: Introduction to IBM's AI Fairness 360

    2. Lesson 2.2: Working with AI Fairness 360

    3. Lesson 2.3: Exploring Other Bias Detection Tools

    4. End-of-Module 1 Quiz - Tools for Bias Detection

    1. Lesson 3.1: Developing Effective Bias Mitigation Plans

    2. Lesson 3.2: Practical Application of Mitigation Techniques

    3. Lesson 3.3: Monitoring and Maintaining Fairness

    1. Lesson 4.1: Case Studies on Successes in Bias Mitigation

    2. Lesson 4.2: Ethical, Social, and Legal Considerations

    3. Lesson 4.3: Developing a Bias Mitigation Project (Course Project)

    4. End-of-Module 4 Quiz - Case Studies and Ethical Considerations

About this course

  • 14 lessons

Discover your potential, starting today

Pre-Order Today