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EMC Dell Data Science Foundations Sample Questions (Q118-Q123):

NEW QUESTION # 118
Refer to the Exhibit.

In the Exhibit, the table shows the values for the input Boolean attributes "A", "B", and "C". It also shows the values for the output attribute "class".
Which decision tree is valid for the data?

A. Tree D
B. Tree C
C. Tree B
D. Tree A

Answer: C

NEW QUESTION # 119
In time series analysis, what function is examined to identify the order of the autoregressive component of an ARIMA model?

A. Lognormal distribution function
B. Partial autocorrelation function
C. Logistic function
D. Normal distribution function

Answer: B

Explanation:
The Partial Autocorrelation Function (PACF) is examined to identify the order of the autoregressive (AR) component in an ARIMA model. It helps determine how much of the autocorrelation is explained by previous lags, assisting in selecting the appropriate AR order.

NEW QUESTION # 120
Which chart type is the most effective way to show trends over time?

A. Line Chart
B. Histogram
C. Bar Chart
D. Stacked Bar Chart

Answer: A

NEW QUESTION # 121
Your colleague, who is new to Hadoop, approaches you with a question. They want to know how best to access their data. This colleague has a strong background in data flow languages and programming.
Which query interface would you recommend?

A. Pig
B. HBase
C. Howl
D. Hive

Answer: A

NEW QUESTION # 122
You have been assigned to perform a study of the daily revenue effect of a pricing model of online transactions. When is the analytics lifecycle considered completed?

A. When written documentation has been produced and the code has been handed off to the DBA/operations.
B. When a model has been completely developed and the results have shown statistically acceptable results.
C. When the results of the model have been presented to both the internal analytics team and the business owner of the project.
D. When a model has been completely developed based on both a sample of the data and the entire set of data available.

Answer: A

NEW QUESTION # 123
......

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