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CertNexus AIP-210 Exam - Topic 3 Question 23 Discussion

Which two techniques are used to build personas in the ML development lifecycle? (Select two.)
B) Population regression
A) Population estimates
C) Population resampling
D) Population triage
E) Population variance

CertNexus AIP-210 Exam - Topic 3 Question 23 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 23
Topic #: 3
[All AIP-210 Questions]

Which two techniques are used to build personas in the ML development lifecycle? (Select two.)

Show Suggested Answer Hide Answer
Suggested Answer: B

A support-vector machine (SVM) is a supervised learning algorithm that can be used for classification or regression problems. An SVM tries to find an optimal hyperplane that separates the data into different categories or classes. However, sometimes the data is not linearly separable, meaning there is no straight line or plane that can separate them. In such cases, a polynomial kernel can help improve the prediction of the SVM by transforming the data into a higher-dimensional space where it becomes linearly separable. A polynomial kernel is a function that computes the similarity between two data points using a polynomial function of their features.


by Aliza at Jul 10, 2024, 04:19 PM

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Truman
10 months ago
Population regression? Really? I’m not so sure about that.
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Shantay
10 months ago
I thought B was more relevant, but I guess not!
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Glendora
11 months ago
Wait, is D even a real technique? Sounds made up.
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Lorenza
11 months ago
Totally agree, A is definitely one of them!
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Felicitas
11 months ago
I think A and C are the right ones.
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Laticia
11 months ago
I don't recall population triage being a technique used for personas, but population variance sounds familiar.
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Gladys
12 months ago
I feel like population resampling could be relevant too, but I’m not completely confident about it.
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Tesha
12 months ago
I remember practicing a question similar to this, and I think population regression was mentioned as a technique.
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Marisha
12 months ago
I think population estimates is definitely one of the techniques, but I'm not sure about the second one.
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Felix
12 months ago
I'm a bit confused by this question. I know personas are important in user-centered design, but I'm not sure how they relate to the ML development lifecycle. I'll have to do some quick research on that before answering. Hopefully I can figure it out in time.
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Tegan
12 months ago
Okay, I've got this. Based on my understanding, the two techniques used to build personas are population estimates and population regression. The other options don't seem to be directly related to persona building. I'll select those two and move on.
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Cassandra
12 months ago
I'm not too sure about this one. The question is asking about techniques for building personas in the ML development lifecycle, but I'm not familiar with those concepts. I'll have to think this through carefully.
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Yuette
1 year ago
Hmm, this is a tricky one. I think the key is to focus on the techniques mentioned in the answer choices. Population estimates and population regression sound like they could be relevant, but I'm not totally confident. I'll have to weigh the options carefully.
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Regenia
1 year ago
Hmm, this is a tricky one. I'm not super familiar with the different cluster configurations, so I'll have to think about this carefully. Maybe I can eliminate some of the options and narrow it down.
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Freeman
1 year ago
I'm a bit confused by the options. I'll need to re-read the question and think about the key purpose of a business architecture methodology.
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Goldie
1 year ago
Hmm, this seems straightforward. I think I'll go with option C - configuring the global app permission policy to only allow the specified apps.
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Iluminada
1 year ago
This looks like a pretty straightforward question on threat intelligence types. I think I've got a good handle on the differences between strategic, tactical, operational, and technical threat intel, so I should be able to work through this.
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Reena
1 year ago
Personas? More like 'Per-Sonny' if you ask me. I bet the examiners are just trying to 'per-suade' us with these options!
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Meaghan
1 year ago
C) Population resampling
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Rikki
1 year ago
A) Population estimates
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My
1 year ago
Aha, I bet it's population estimates and population regression. Personas are the real stars of the show, they deserve a red carpet treatment!
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Carma
1 year ago
Personas are definitely important in understanding user behavior and needs, population estimates and population regression are essential for their development.
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Aracelis
1 year ago
Absolutely, those two techniques help create accurate and detailed personas for the ML development lifecycle.
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Valentin
1 year ago
I think you're right, population estimates and population regression are key techniques for building personas.
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Frederick
1 year ago
Hold up, I'm thinking population triage and population resampling. The persona-building process is like a secret society, you gotta crack the code!
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Brendan
1 year ago
I'm pretty sure it's population regression and population variance. Personas are the real MVPs of the ML lifecycle, you know?
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Cyndy
1 year ago
Agreed, personas help us understand our target audience better.
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Erasmo
1 year ago
Yes, population regression and population variance are definitely key techniques.
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Harris
1 year ago
I think you're right, personas are crucial in ML development.
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Alaine
1 year ago
Hmm, population estimates and population resampling, that's my guess. Gotta love those personas, they're like the superheroes of the ML world!
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Laila
1 year ago
Definitely, personas are essential for creating personalized experiences and improving model performance.
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Timothy
1 year ago
I agree, they're like the guiding light that helps us make informed decisions throughout the lifecycle.
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Monte
1 year ago
Yeah, personas really help us understand our target audience better in the ML development process.
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Kristel
1 year ago
I think you're right, population estimates and population resampling are key techniques for building personas.
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Kanisha
1 year ago
I'm not sure about population resampling. I think D) Population triage could also be used to build personas by prioritizing certain groups.
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Sylvie
1 year ago
I agree with Jill. Population estimates help in understanding the demographics and characteristics, while population resampling helps in creating representative samples.
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Jill
1 year ago
I think A) Population estimates and C) Population resampling are used to build personas in ML.
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