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EMC Dell Data Science Foundations Sample Questions (Q222-Q227):

NEW QUESTION # 222
In time series analysis, what function is examined to identify the order of the moving average component of an ARIMA model?

A. Autocorrelation function
B. Exponential function
C. Arithmetic mean function
D. Geometric mean function

Answer: A

NEW QUESTION # 223
What is a business driver for Big Data analytics adoption?

A. Identify new business opportunities
B. Maintain existing data silos
C. Implement the latest technology and tools
D. Ensure the analysts work in isolation

Answer: A

Explanation:
A key business driver for Big Data analytics adoption is the ability to identify new business opportunities by analyzing large and complex datasets, which can provide valuable insights for decision-making and strategy development.

NEW QUESTION # 224
What is an example of a null hypothesis?

A. that a newly created model provides a prediction that will be well fit to the null distribution
B. that a newly created model provides a prediction of a null population mean
C. that a newly created model does not provide better predictions than the currently existing model
D. that a newly created model provides a prediction of a null sample mean

Answer: C

NEW QUESTION # 225
A data scientist wants to predict the probability of death from heart disease based on three risk factors:
age, gender, and blood cholesterol level.
What is the most appropriate method for this project?

A. Logistic regression
B. Linear regression
C. K-means clustering
D. Apriori algorithm

Answer: A

NEW QUESTION # 226
In a Student's t-test, what is the meaning of the p-value?

A. it is the area under the appropriate tails of the Student's distribution
B. it is the mean of the distribution for the alternate hypothesis
C. it is the mean of the distribution for the null hypothesis
D. it is the "power" of the Student's t-test

Answer: A

NEW QUESTION # 227
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