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DASCA Senior Data Scientist Sample Questions:

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

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

2. The grid computing environment uses a middleware to:

A) Divide computing resources
B) Combine computing resources
C) None of the above
D) Both A and B

3. The Big Data Vision Workshop process is ideal for organizations who:

A) Have a wealth of data that they do not know how to monetize
B) Have a desire to leverage the Big Data Vision Workshop to identify where and how to leverage data and analytics to power their business models
C) Have a desire to leverage Big Data to transform their business but do not know where and how to start
D) Both A and B
E) All of the above

4. Self-driving car is an example of:

A) Reinforcement learning
B) Unsupervised learning
C) Supervised learning
D) All of the above

5. Which of the following is NOT a cluster management tool?

A) Apache Mesos
B) Apache Ambari
C) Zettaset Orchestrator
D) Apache Hadoop

Solutions:

Question # 1 Answer: D

Question # 2 Answer: D

Question # 3 Answer: E

Question # 4 Answer: A

Question # 5 Answer: D