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

2. Which of the following is TRUE about monetization exercise?

A) The monetization exercise process then seeks to identify complementary or secondary recommendations that can be packaged and delivered along with that product or service
B) Both B and C
C) The monetization exercise provides an opportunity to uncover new product and/or service opportunities
D) The monetization exercise works by first understanding the product usage patterns and customer usage behaviors associated with a particular product and service
E) All of the above

3. Which of the following is FALSE for Social Network Analysis (SNA)?

A) SNA is used to investigate social structures and relationships across social networks
B) Social Network Analysis (SNA) is an example of trend analysis
C) SNA characterizes networked structures in terms of nodes and the ties or edges that connect them
D) None of the above
E) Social Network Analysis (SNA) is an example of graph analysis

4. ARIMA model is:

A) Autoregressive moving average
B) Autoresponsive moving average
C) Autointeractive moving average
D) All of the above
E) Autoreactive moving average

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

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

Solutions: