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EMC Associate - Data Science and Big Data Analytics v2 Exam Sample Questions (Q138-Q143):

NEW QUESTION # 138
You are performing a market basket analysis using the Apriori algorithm. Which measure is a ratio describing the how many more times two items are present together than would be expected if those two items are statistically independent?
Response:

A. Leverage
B. Confidence
C. Lift
D. Support

Answer: C

NEW QUESTION # 139
Which data type value is used for the observed response variable in a logistic regression model?
Response:

A. Any real number
B. A binary value
C. Any positive real number
D. Any integer

Answer: B

NEW QUESTION # 140
Refer to the exhibit.

You have run a linear regression model against your data, and have plotted true outcome versus predicted outcome. The R-squared of your model is 0.75. What is your assessment of the model?
Response:

A. The extreme-valued outliers may negatively affect the model,s performance. Remove them to see if the R-squared improves over typical data.
B. The R-squared is good. The model should perform well.
C. The observations seem to come from two different populations, but this model fits them both equally well.
D. The R-squared may be biased upwards by the extreme-valued outcomes. Remove them and refit to get a better idea of the model,s quality over typical data.

Answer: D

NEW QUESTION # 141
Imagine you are trying to hire a Data Scientist for your team. In addition to technical ability and quantitative background, which additional essential trait would you look for in people applying for this position?
Response:

A. Communication skill
B. Well Organized
C. Domain expertise
D. Scientific background

Answer: A

NEW QUESTION # 142
Refer to the Exhibit.

In the Exhibit. For effective visualization, what is the chart's primary flaw?
Response:

A. The slanting of axis labels.
B. The use of 3 dimensions.
C. The location of the legend.
D. The order of the columns.

Answer: B

NEW QUESTION # 143
......

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