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DASCA Senior Data Scientist Sample Questions:

1. Which of the following can visualize variations in the base data, which can be used to identify outliers in the data for further investigation?

A) Trend Analysis
B) Histogram
C) Scatter Plot
D) None of the above
E) Box Plots

2. Which of the following is TRUE for "By" analysis?

A) "By" analysis is a technique by which business subject matter experts (SMEs) and the Data Science team could collaborate to uncover new variables and metrics that might be better predictors of business performance.
B) The "By" analysis technique reinforces the process of "thinking like a data scientist."
C) All of the above
D) Both B and C
E) "By" analysis is used to create a collaborative technique to drive alignment between the business users and the data scientists to identify and brainstorm variables and metrics that might be better predictors of business performance.

3. Which of the following is TRUE for data lake?

A) The data lake enables organizations to treat data as an organizational asset to be gathered and nurtured versus a cost to be minimized
B) The data lake enables organizations to gather, manage, enrich, and analyze many new sources of data, whether structured or unstructured
C) The data lake can make both of the Business Intelligence and Data Science environments more agile and more productive
D) None of the above
E) The data lake can make both of the Business Intelligence and Data Science environments less agile and more productive

4. Which of the following is NOT an example of the applications of neural networks?

A) Traveling salesman's problem
B) Stock market prediction
C) Character recognition
D) None of the above
E) Image compression

5. The aim of developing Scribe was to offer reliability with using:

A) Extensive protocols
B) High disk space usage
C) Complex protocols
D) None of the above

Solutions: