Learn Explainable AI (XAI)
Learn how to interpret the decision-making process of deep neural networks.
Skill level
BeginnerTime to complete
Approx. 1 hourCertificate of completion
Included with paid plansPrerequisites
None
About this course
The deep learning models that power AI systems are often black boxes. Explainable AI tries to understand how these models make decisions, so that we can use them responsibly. In this course, you will learn the basic techniques of Explainable AI, including Generative Adversarial Networks (GANs). You will also learn about legal rights to explanation, and the role of explanation in regulating AI.
Skills you'll gain
Understand how neural networks function
Evaluate common Explainable AI methods
Understand legal rights to explanation
Syllabus
Explainable AI
Learn about Explainable AI and interpreting deep neural networks.
Hands-on learning
Don’t just watch or read about someone else coding — write your own code live in our online, interactive platform. You’ll even get AI-driven recommendations on what you need to review to help keep you on track.
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
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Frequently asked questions about Explainable AI (XAI)
Explainable AI refers to techniques for understanding how AI models make decisions under the hood.