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Snowflake DSA-C02 Exam - Topic 2 Question 58 Discussion

Which of the learning methodology applies conditional probability of all the variables with respec-tive the dependent variable?
A) Reinforcement learning
B) Unsupervised learning
C) Artificial learning
D) Supervised learning

Snowflake DSA-C02 Exam - Topic 2 Question 58 Discussion

Actual exam question for Snowflake's DSA-C02 exam
Question #: 58
Topic #: 2
[All DSA-C02 Questions]

Which of the learning methodology applies conditional probability of all the variables with respec-tive the dependent variable?

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Suggested Answer: A

Supervised learning methodology applies conditional probability of all the variables with respective the dependent variable and generally conditional probability of variables is nothing but a basic method of estimating the statistics for few random experiments.

Conditional probability is thus the likelihood of an event or outcome occurring based on the occurrence of some other event or prior outcome. Two events are said to be independent if one event occurring does not affect the probability that the other event will occur.


by Mari at May 30, 2026, 06:15 PM

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Claudio
14 hours ago
Supervised learning is definitely the best fit here.
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Laura
6 days ago
I agree, but A) Reinforcement learning also considers outcomes.
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Farrah
11 days ago
I think it's D) Supervised learning. It uses labeled data.
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Jacki
16 days ago
Surprised this is even a question, it's definitely D!
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Caren
21 days ago
I thought it was A) Reinforcement learning at first.
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Terrilyn
26 days ago
Wait, isn't reinforcement learning also related to probabilities?
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Ardella
1 month ago
Totally agree, that's the right one!
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Stefany
1 month ago
I'm pretty sure it's D) Supervised learning.
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Portia
1 month ago
I’m leaning towards A) Reinforcement learning, but I could be mixing it up with how it applies to decision-making rather than just probabilities.
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Twana
2 months ago
This question feels familiar; I think we had a practice question that discussed how unsupervised learning doesn't use a dependent variable at all.
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Cherelle
2 months ago
I'm not entirely sure, but I remember something about reinforcement learning focusing more on rewards than probabilities.
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Silva
2 months ago
I think it might be D) Supervised learning since it deals with labeled data and relationships between variables.
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