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SDS Practice Questions

Senior Data Scientist

Last Update 1 day ago
Total Questions : 85

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Question # 11

Which of the following is TRUE about monetization exercise?

Options:

A.  

The monetization exercise provides an opportunity to uncover new product and/or service opportunities

B.  

The monetization exercise works by first understanding the product usage patterns and customer usage behaviors associated with a particular product and service

C.  

The monetization exercise process then seeks to identify complementary or secondary recommendations that can be packaged and delivered along with that product or service

D.  

Both B and C

E.  

All of the above

Discussion 0
Question # 12

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.

Options:

A.  

i, ii

B.  

ii, iii

C.  

All of the above

Discussion 0
Question # 13

Which of the following is TRUE for Tensor?

Options:

A.  

Tensor is an array of floating-point numbers

B.  

In Tensor, there can be arbitrarily many dimensions to the array

C.  

Tensor is used to describe multidimensional arrays of numbers on which we perform linear operations

D.  

Both B and C

E.  

All of the above

Discussion 0
Question # 14

The main purpose of a Statement Of Work (SOW) is to get:

Options:

A.  

Everybody on the same page about what work should be done

B.  

What the priorities are

C.  

What expectations are realistic

D.  

All of the above

E.  

None of the above

Discussion 0
Question # 15

Which of the following is a Python library for fitting Bayesian networks to real data?

Options:

A.  

SciLib

B.  

PyMC

C.  

MyLib

D.  

MCMC

E.  

SCIMC

Discussion 0
Question # 16

Image files can be broken down into two broad categories:

i. Rasterized

ii. Vectorized

iii. Sectorized

Options:

A.  

i, ii

B.  

ii, iii

C.  

i, iii

D.  

None of the above

Discussion 0
Question # 17

Which of the following is the common evolutionary algorithm of neural networks?

Options:

A.  

Genetic algorithm

B.  

Genetic programming

C.  

Evolution strategy

D.  

All of the above

Discussion 0
Question # 18

The grid computing environment uses a middleware to:

Options:

A.  

Divide computing resources

B.  

Combine computing resources

C.  

Both A and B

D.  

None of the above

Discussion 0
Question # 19

Designing an algorithm to play chess is usually an example of which type of machine learning?

Options:

A.  

Reinforcement learning

B.  

Pattern density

C.  

Supervised learning

D.  

Clustering

Discussion 0
Question # 20

Which of the following is TRUE about Avro?

Options:

A.  

Avro is a data serialization framework

B.  

Avro is based on Remote Procedure Call (RPC)

C.  

Both A and B

D.  

None of the above

Discussion 0
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