beginnerCertificateFree
Intro to AI Ethics
by Alexis Cook · Kaggle
4.3(3,200 reviews)
100K+ enrolled2 hoursUpdated 2024-03
What You'll Learn
Understand the fundamentals and key concepts of AI ethics
Apply AI ethics techniques to solve real-world problems
Understand the fundamentals and key concepts of responsible AI
Apply responsible AI techniques to solve real-world problems
Understand the fundamentals and key concepts of bias in AI
Apply bias in AI techniques to solve real-world problems
About This Course
Explore practical tools for identifying bias in ML models and building fairer AI systems through real-world examples.
Curriculum
Module 1: AI ethics3 lessons
- Introduction to AI ethics
- AI ethics in Practice
- Hands-on Exercise: AI ethics
Module 2: Responsible AI3 lessons
- Introduction to responsible AI
- Responsible AI in Practice
- Hands-on Exercise: Responsible AI
Module 3: Bias in AI3 lessons
- Introduction to bias in AI
- Bias in AI in Practice
- Hands-on Exercise: Bias in AI
Module 4: Fairness3 lessons
- Introduction to fairness
- Fairness in Practice
- Hands-on Exercise: Fairness
Instructor
Alexis Cook
Instructor at Kaggle
Pros & Cons
Pros
- Completely free to access
- Offers a certificate of completion
- Hands-on interactive exercises
- Taught by Alexis Cook
Cons
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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