Learn Explainable AI (XAI) training

Learn how to interpret the decision-making process of deep neural networks.

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
• Basic Techniques of Explainable AI
• Generative Adversarial Networks (GANs) in Explainable AI
• Learn about Explainable AI and interpreting deep neural networks.
• Future Directions in Explainable AI

contact us

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