Learn Explainable AI (XAI)

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Course Features

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Duration

1 hour

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Self Paced

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Video Content

1 hour

Course Description

Deep learning algorithms that drive AI systems are usually opaque. Explainable AI attempts to comprehend the way these models make decisions to enable us to make use of them in a responsible manner. This course you'll be taught the fundamental techniques of Explainable AI which includes Generative Adversarial Networks (GANs). Additionally, you will learn about the legal rights to explanation and the role of explanation in the regulation of AI.

Course Overview

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

Evaluate common Explainable AI methods

Understand how neural networks function

Understand legal rights to explanation

Course Instructors

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Ada Morse

Data Science Instructional Designer at Codecademy

Ada is a Data Science Instructional Designer at Codecademy. Her background is in mathematics, with a Ph.D. focused on the design of self-assembling DNA nanostructures. Ada has worked on courses acros...
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