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Snowflake Exam DSA-C02 Topic 1 Question 14 Discussion

Actual exam question for Snowflake's DSA-C02 exam
Question #: 14
Topic #: 1
[All DSA-C02 Questions]

There are a couple of different types of classification tasks in machine learning, Choose the Correct Classification which best categorized the below Application Tasks in Machine learning?

* To detect whether email is spam or not

* To determine whether or not a patient has a certain disease in medicine.

* To determine whether or not quality specifications were met when it comes to QA (Quality Assurance).

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Suggested Answer: D

All are correct except a standard-only stream tracks row inserts only.

A standard (i.e. delta) stream tracks all DML changes to the source object, including inserts, up-dates, and deletes (including table truncates).


by Martina at Mar 18, 2024, 07:22 PM

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Raymon
1 months ago
This is a textbook example of binary classification. I mean, come on, 'spam or not spam'? That's like Machine Learning 101. The other options are just distractions.
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Marlon
2 months ago
Ha! Binary classification, of course. I'm surprised anyone would even consider the other options. Spam or not spam, sick or not sick - it doesn't get any more binary than that!
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Lettie
18 days ago
User 3: Yup, binary all the way for those clear-cut decisions.
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Tayna
1 months ago
User 2: Agreed, it's all about those two distinct outcomes.
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Nikita
1 months ago
User 3: Binary classification makes it easy to categorize things into two distinct groups.
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Nathalie
1 months ago
User 1: Definitely binary classification.
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Gladys
1 months ago
User 2: Definitely, it's all about making that simple yes or no decision.
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Nelida
1 months ago
User 1: I agree, binary classification is the way to go for those types of tasks.
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Brendan
2 months ago
I was hesitant between B) Multi-Class Classification and C) Binary Classification, but I think C) is the better choice here. Classifying email as spam or not, and patients as having a disease or not, are clearly binary tasks.
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Rasheeda
2 months ago
I'm not sure, but I think Multi-Class Classification could also be a possible option for these tasks.
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Merissa
2 months ago
The correct answer is C) Binary Classification. Both the examples given, detecting spam emails and determining if a patient has a certain disease, are binary classification problems where the output is either 'yes' or 'no'.
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Alisha
1 months ago
B) Multi-Class Classification
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Salena
2 months ago
A) Multi-Label Classification
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Maxima
2 months ago
I agree with Brianne, Binary Classification makes sense for these application tasks.
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Brianne
3 months ago
I think the correct classification for these tasks is Binary Classification.
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