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Exploring Explainable AI

A discussion of the need for AI systems to provide transparent explanations for their decisions, and the challenges involved in creating explainable AI.

10 Units

Unit 1

Introduction to Explainable AI

Unit 2

The Importance of Explainable AI

Unit 3

Challenges in Creating Explainable AI

Unit 4

Interpretable Machine Learning

Unit 5

Model-Agnostic Methods for Explainability

Unit 6

Explainability in Neural Networks

Unit 7

Explainability in Natural Language Processing

Unit 8

Ethical Considerations in Explainable AI

Unit 9

Applications of Explainable AI

Unit 10

Future of Explainable AI

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