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IAPP Exam AIGP Topic 2 Question 26 Discussion

Actual exam question for IAPP's AIGP exam
Question #: 26
Topic #: 2
[All AIGP Questions]

Machine learning is best described as a type of algorithm by which?

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Suggested Answer: B

Machine learning (ML) is a subset of artificial intelligence (AI) where systems use data to learn and improve over time without being explicitly programmed. Option B accurately describes machine learning by stating that systems can automatically improve from experience through predictive patterns. This aligns with the fundamental concept of ML where algorithms analyze data, recognize patterns, and make decisions with minimal human intervention. Reference: AIGP BODY OF KNOWLEDGE, which covers the basics of AI and machine learning concepts.


by Mignon at Apr 07, 2025, 09:34 PM

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Nobuko
9 days ago
Haha, option A is like trying to replace the human brain with a machine. That's a bit ambitious, don't you think?
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Vivienne
26 days ago
Option D is also interesting. Discovering unknown properties in data and using them to make predictions sounds like a cool application of machine learning.
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Fatima
30 days ago
I agree with Tamera. Option B captures the essence of machine learning - automatically improving through predictive patterns in the data.
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Jolene
2 days ago
I agree, machine learning is all about improving from experience through predictive patterns.
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Charisse
3 days ago
I think option B is the best description of machine learning.
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Eun
1 months ago
I think option D) Previously unknown properties are discovered in data and used to predict and make improvements in the data, also makes sense. It's about finding hidden insights in the data.
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Huey
1 months ago
I agree with you, Winifred. Machine learning is all about learning from data and making predictions based on patterns.
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Winifred
1 months ago
I think machine learning is best described as B) Systems can automatically improve from experience through predictive patterns.
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Tamera
1 months ago
Option B seems to be the best description of machine learning. It's all about systems learning and improving from data patterns.
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Augustine
3 days ago
Machine learning is fascinating, it's all about systems improving from experience.
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Donette
22 days ago
I agree, option B is the most accurate description of machine learning.
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