Practice Conceptual Categorization Of Xai Methods (3.2) - Advanced ML Topics & Ethical Considerations (Weeks 14)
Students

Academic Programs

AI-powered learning for grades 8-12, aligned with major curricula

Engineering Courses
Professional

Professional Courses

Industry-relevant training in Business, Technology, and Design

Certifications
Games

Interactive Games

Fun games to boost memory, math, typing, and English skills

Conceptual Categorization of XAI Methods

Practice - Conceptual Categorization of XAI Methods

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is Explainable AI (XAI)?

💡 Hint: Think about why explaining AI decisions could be important.

Question 2 Easy

Define local explanations in the context of XAI.

💡 Hint: Consider a specific decision an AI model makes.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the purpose of Explainable AI (XAI)?

To improve AI performance
To make AI predictions understandable
To increase data size

💡 Hint: Think about why understanding AI is critical in many applications.

Question 2

True or False: Local explanations provide insights into the overall model performance.

True
False

💡 Hint: Consider what local explanations aim to clarify.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Analyze a scenario where AI is used in loan approvals without using XAI. Discuss potential consequences.

💡 Hint: Consider the importance of accountability in financial decisions.

Challenge 2 Hard

Design an XAI method for a healthcare AI application. Discuss features to consider and potential biases.

💡 Hint: Think about the implications of past data in making healthcare decisions.

Get performance evaluation

Reference links

Supplementary resources to enhance your learning experience.