BCS AIF Exam - Topic 11 Question 24 Discussion

Actual exam question for BCS's AIF exam

Question #: 24
Topic #: 11

[All AIF Questions]

In the 1800's the development of statistics led to___________theorem and is used in probabilistic inference. (Select the missing word.)

ABoltzmann's

BKolmogorov's

CBayes'

DThe central limit

Show Suggested Answer

Suggested Answer: C

The development of statistics in the 1800s led to the development of the Bayes' theorem, named after Reverend Thomas Bayes. This theorem is used in probabilistic inference, which is the process of using data to calculate the likelihood of a hypothesis or outcome. The theorem is used for determining the probability of an event occurring given its prior probability, as well as its associated conditions. The Bayes' theorem is also used in a variety of fields, such as machine learning, artificial intelligence, economics, and medical research. Sources:

BCS Foundation Certificate In Artificial Intelligence Study Guide:https://www.bcs.org/category/18071

APMG International:https://www.apmg-international.com/en/qualifications/qualification-resources/bcs-foundation-certificate-in-artificial-intelligence/

EXIN:https://www.exin.com/en/certification/bcs-foundation-certificate-in-artificial-intelligence

by Sylvie at Oct 08, 2023, 10:01 AM

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Nathan

3 months ago

Hmm, I always thought Boltzmann's was more relevant here.

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Rene

3 months ago

Totally agree, Bayes' theorem is crucial for probabilistic inference!

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Lizette

4 months ago

Wait, are we sure it's not the central limit theorem?

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Loreta

4 months ago

I thought it was Kolmogorov's, but Bayes makes sense too.

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Latrice

4 months ago

It's definitely Bayes' theorem!

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Kindra

4 months ago

I'm leaning towards Bayes' theorem too, especially since it relates to inference, but I could be mixing it up with something else.

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Chuck

4 months ago

Kolmogorov's theorem sounds familiar, but I can't recall its specific application in probabilistic inference.

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Orville

5 months ago

I remember practicing a question about the central limit theorem, but I don't think that's the answer here.

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Britt

5 months ago

I think it might be Bayes' theorem, but I'm not completely sure. We talked about it in class.

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Katlyn

5 months ago

This looks straightforward enough. The development of statistics in the 1800s is definitely linked to Bayes' theorem, which is a powerful tool for making probabilistic inferences. I'll make sure I have a solid understanding of the formula and how to apply it.

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Alishia

5 months ago

Hmm, I'm a bit unsure about this one. I know statistics was a big deal in the 1800s, but I can't quite remember which specific theorem is being referenced. I'll have to review my notes carefully.

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Gracie

5 months ago

I'm pretty sure this is asking about Bayes' theorem, which is a fundamental concept in probability and statistics. I'll focus on reviewing that topic to prepare for this type of question.

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Nakita

5 months ago

Okay, I think I've got this. Bayes' theorem is all about conditional probability and how to update our beliefs based on new information. That seems like the most relevant concept here given the time period and the focus on probabilistic inference.

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Raul

5 months ago

This looks like a straightforward question about YANG data formats. I'm pretty confident I know the correct answer, but I'll double-check the options just to be sure.

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Eveline

5 months ago

Hmm, I'm not entirely sure about this one. The options seem a bit technical and I'm not familiar with all the transformational flow processes. I'll have to think it through carefully.

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Daron

5 months ago

I recall that categorization might happen at a higher level, but the code itself usually deals with the execution rather than the categorization.

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