CompTIA DY0-001 : CompTIA DataAI Certification Exam

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CompTIA DY0-001 Exam Syllabus Topics:

Reference: https://www.comptia.org/en-us/certifications/dataai/

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CompTIA DataAI Certification Sample Questions:

Question #1
A data scientist is designing a real-time machine-learning model that classifies a user based on initial behavior. The run times of these models are provided in the following table:

Which of the following models should the data scientist recommend for deployment?

A. Decision trees
B. Random forest
C. XGBoost
D. Artificial neural network

Question #2
Which of the following is a classic example of a constrained optimization problem?

A. The traveling salesman
B. Calculating local maximum
C. Calculating gradient descent
D. The cold start problem

Question #3
Given the following:

Which of the following time series models best represents this process?

A. SARIMA(1, 1, 1) x (1, 1, 1)1
B. ARMA(1,1)
C. AR(1)
D. ARIMA(1,1,1)

Question #4
A data scientist trained a model for departments to share. The departments must access the model using HTTP requests. Which of the following approaches is appropriate?

A. Deploy containers.
B. Create an endpoint.
C. Use the File Transfer Protocol.
D. Utilize distributed computing.

Question #5
Under perfect conditions, E. coli bacteria would cover the entire earth in a matter of days. Which of the following types of models is the best for explaining this type of growth?

A. Linear
B. Exponential
C. Logarithmic
D. Polynomial

Solutions: