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DASCA Senior Data Scientist Sample Questions:

1. Image files can be broken down into two broad categories:
i. Rasterized
ii. Vectorized
iii. Sectorized

A) i, ii
B) None of the above
C) i, iii
D) ii, iii

2. Which of the following is TRUE for Tensor?

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

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

A) PyMC
B) SciLib
C) SCIMC
D) MCMC
E) MyLib

4. Business Intelligence (BI) is:

A) BI focuses on "What happened?"
B) BI focuses on reporting on the future state of the business
C) Both B and C
D) Both A and B
E) BI focuses on descriptive analytics

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

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

Solutions: