Certified Artificial Intelligence Expert CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT
100 real IABAC CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT questions with answers checked by certified engineers. Start free, upgrade when you are ready.
- Questions
- 100
- Exam code
- CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT
- Last updated
- Oct 1, 2026
- Language
- English
- Certification
- Certified Artificial Intelligence Expert
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2 questions from the CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT practice set, with the answer and explanation.
- Question 1In a convolutional neural network, what is the main job of a pooling layer?
- A.To reduce spatial resolution while keeping the strongest local responses
- B.To add a learned bias term to every pixel before any filtering is applied
- C.To store the full training dataset in memory
- D.To convert text tokens into dense embeddings
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Correct answer:
- A.To reduce spatial resolution while keeping the strongest local responses
Explanation
Pooling summarizes small neighborhoods, such as by taking a maximum, which shrinks feature maps and adds some tolerance to small shifts. Adding a bias term is the tempting distractor, since bias terms do appear in convolutional layers, but they shift activations rather than downsample. Dataset storage and token embeddings are not the role of pooling. - A.
- Question 2Batch normalization uses the statistics of the current mini-batch at inference time in exactly the same way as it does during training.
- A.True
- B.False
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Correct answer:
- B.False
Explanation
During training the layer uses batch means and variances, while at inference it switches to running averages accumulated during training. Using batch statistics at inference is the tempting misreading, which would make single predictions depend on other inputs. The statement is false. - A.
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What is the IABAC CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT exam?
CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT is the Certified Artificial Intelligence Expert exam from IABAC.
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The full CERTIFIED-ARTIFICIAL-INTELLIGENCE-EXPERT practice set has 100 questions with answers.
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