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Developing Explainable AI (XAI)
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Developing Explainable AI (XAI)

This course is part of Explainable AI (XAI).

Course Cost

Free course

Intermediate

Skill Level

7 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Explainable AI (XAI) Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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What you'll learn

  • Define key XAI terminology and concepts

  • Evaluate interpretable and explainable approaches

  • Integrate XAI explanations into decision-making processes

  • Assess XAI systems for robustness and privacy

  • Apply XAI techniques to Generative AI

Skills you'll gain

Explainable AI
Machine Learning
Artificial Intelligence
Interpretable ML
Neural Networks
Algorithmic Bias
Responsible AI
Decision Making
Data Privacy
Model Evaluation

This course includes:

2.6 Hours PreRecorded video

6 assignments

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 3 modules in this course

This comprehensive course introduces professionals to Explainable AI (XAI), focusing on developing transparent and trustworthy AI systems. Students learn key XAI terminology, evaluate different interpretable approaches, and understand how to integrate XAI explanations into decision-making processes. The curriculum covers critical aspects like algorithmic bias, ethical considerations, and privacy concerns, with particular emphasis on applications in healthcare, finance, and criminal justice.

Responsible AI

Module 1 · 2 Hours to complete

Explainable AI Overview

Module 2 · 2 Hours to complete

Developing XAI Systems

Module 3 · 3 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Explainable AI (XAI)

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Developing Explainable AI (XAI)

Intermediate

Skill Level

7 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.