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DASCA Senior Data Scientist Sample Questions:

1. Which of the following is a trend analysis component of time series decomposition?

A) Cyclical
B) Seasonal
C) Irregular
D) Both A and B
E) All of the above

2. Which of the following is correct for Markov chain?

A) A Markov chain is the state of a system at sequential points in time
B) Both B and C
C) A Markov chain is a sequence of random variables X1, X2
D) A Markov chain is a sequence of fixed variables X1, X2
E) Both A and B

3. Which of the following is CORRECT?
i. CDMO should NOT own the data lake, the data warehouse, or any of the underlying data architecture or technologies.
ii. CDMO should own the data lake, the data warehouse, or any of the underlying data architecture or technologies.
iii. CIO should NOT own the data lake, the data warehouse, or any of the underlying data architecture or technologies.
iv. CIO should own the data lake, the data warehouse, or any of the underlying data architecture or technologies.

A) i, iv
B) ii, iv
C) i, iii
D) ii, iii

4. Which of the following is used to summarize a dataset by showing the median, quantiles, and min/max values for each of the variables?

A) Bar Charts
B) Pie Charts
C) Histogram
D) Box Plots
E) Scatter Chart

5. Which of the following can be classified as factor analysis in machine learning?

A) Confirmatory factor analysis
B) Both A and B
C) None of the above
D) Exploratory factor analysis

Solutions: