Quiz – Data In AI – UPSKILL4YOU

Question 1 of 5

1. Question

An AI system is only as intelligent as what?

The information it learns from

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The number of processors it runs on

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The programming language used to build it

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The size of the screen displaying its output

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Question 2 of 5

2. Question

According to ImageNet and scaling laws research, what directly impacts model performance?

Both the quantity and the quality of data

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Only the brand of the hardware used

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Only the color of the images in the dataset

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Only the length of the model’s name

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Question 3 of 5

3. Question

What does the capsule conclude about quantity versus quality?

One million poor quality images will not outperform one hundred thousand excellent images

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Quantity always beats quality regardless of the data

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Quality is irrelevant once you have enough images

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Only ten images are needed for any strong model

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Question 4 of 5

4. Question

What kind of data helps prevent bias in AI systems?

Representative data that includes diverse populations

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Data drawn from a single narrow demographic

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Data that is kept as small as possible

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Data with no labels or context at all

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Question 5 of 5

5. Question

What do datasets missing certain demographics create?

Harmful blind spots in the AI system

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Faster training with no downside

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Perfectly fair predictions for everyone

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Smaller file sizes that improve accuracy

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Quiz – Data In AI

Quiz – Data In AI

July 15, 2026

Quiz – Data In AI

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