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DASCA SDS Exam Syllabus Topics:

DASCA Senior Data Scientist Sample Questions:

1. What is Scrum?

A) None of the above
B) Scrum is a subset of Agile
C) Agile is a subset of Scrum
D) Scrum and Agile are the same

2. Which of the following statements is correct?

A) Apache claimed that Spark is able to run parallel jobs 100 times faster in memory and 10 times faster on disk in comparison to the traditional Hadoop MapReduce
B) Apache claimed that Spark is able to run parallel jobs 1000 times faster in memory and 100 times faster on disk in comparison to the traditional Hadoop MapReduce
C) Apache claimed that Spark is able to run parallel jobs 50 times faster in memory and 5 times faster on disk in comparison to the traditional Hadoop MapReduce
D) Apache claimed that Spark is able to run parallel jobs 10 times faster in memory and 100 times faster on disk in comparison to the traditional Hadoop MapReduce

3. Semi-structured data does NOT include:

A) Database system
B) File systems
C) Scientific data
D) Schema-full data

4. What is the agenda of discussion at a "stand up" meeting of an Agile team?

A) All of the above
B) Any roadblocks they are running into
C) What they accomplished the previous day
D) What they are planning to do today
E) Both A and B

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

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

Solutions: