What Is Explainable AI? | Explainable vs Interpretable Machine Learning

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Information Technology (IT), Architecture, Social Studies
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University
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Hard
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the significance of explainable AI in understanding machine learning models?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Why is trust important when deploying machine learning models at large scale?
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
How can explainability contribute to gaining new insights in fields like cancer diagnostics?
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the two overarching approaches to explain a deep neural network?
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
Discuss the challenges associated with analyzing black box models.
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the implications of using interpretable models versus black box models?
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
In what ways can creativity enhance the communication of machine learning models to the public?
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