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DASCA Senior Data Scientist Sample Questions:

1. The spokes of the "Hub and Spoke" analytics architecture are the analytic use cases or applications that help the organization to optimize:

A) All of the above
B) Uncover new monetization opportunities
C) Key business processes
D) Both A and B
E) Deliver a more compelling customer experience

2. Semi-structured data does NOT include:

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

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

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

4. Which of the following is the most important part of Hadoop?

A) Spark Framework
B) Hadoop Distributed File System (HDFS)
C) Both B and C
D) MapReduce Framework
E) Both A and B

5. Maximum Likelihood Estimation (MLE) is a way to frame:

A) Both A and C
B) Small class of problems in Data Science
C) Large class of problems in Data Science
D) Small class of problems in HDFS
E) Large class of problems in HDFS

Solutions: