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CertNexus Exam AIP-210 Topic 2 Question 31 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 31
Topic #: 2
[All AIP-210 Questions]

Which of the following principles supports building an ML system with a Privacy by Design methodology?

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Suggested Answer: D

Neural network models are suitable for classification problems with a large number of features, because they can learn complex and non-linear patterns from high-dimensional data. They can also handle image data, which is likely to be the input for the human face detection problem. Neural networks can also be trained using transfer learning, which can leverage pre-trained models on similar tasks and improve the accuracy and efficiency of the model. Reference: [Neural network - Wikipedia], [Transfer Learning - Machine Learning's Next Frontier]


Contribute your Thoughts:

Jame
8 days ago
I'm not sure, but I don't think it's A) Avoiding mechanisms to explain and justify automated decisions.
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Bethanie
10 days ago
I agree with Floyd. Data lineage is important for transparency and accountability in ML systems.
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Floyd
13 days ago
I think the answer is C) Understanding, documenting, and displaying data lineage.
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Shizue
14 days ago
I'm not sure, but I think C could also be a good option. Understanding data lineage is important for privacy.
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Selma
22 days ago
I agree with Joaquin. Using quasi-identifiers and non-unique identifiers helps protect privacy.
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Joaquin
25 days ago
I think the answer is D.
upvoted 0 times
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