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DASCA Senior Data Scientist Sample Questions:

1. Which of the following is correct about customer lifetime value (CLTV)?
i. Most organizations determine the current customer lifetime value (CLTV) based on historic sales over past
12 to 18 months
ii. The goal of the CLTV score is to help marketing and store personnel to determine the "value" of a customer

A) Only ii
B) Only i
C) Both i and ii

2. Which of these are open-source column-oriented databases?

A) All of the above
B) HBase
C) Accumulo
D) Cassandra
E) Both A and B

3. Which of the following is TRUE for Tensor?

A) All of the above
B) Both B and C
C) In Tensor, there can be arbitrarily many dimensions to the array
D) Tensor is used to describe multidimensional arrays of numbers on which we perform linear operations
E) Tensor is an array of floating-point numbers

4. Which of the following is TRUE for Chief Data Monetization Officer (CDMO)?
i. CDMO should focus on driving and deriving value from the organization's data and analytic assets.
ii. The CDMO should own the organization's investment decisions with respect to data and analytics.
iii. CDMO should have revenue and margin responsibilities.

A) All of the above
B) ii, iii
C) i, ii

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

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

Solutions: