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DASCA Senior Data Scientist Sample Questions:

1. Which of the following is an example of graphical model?

A) Both A and B
B) Bayesian Networks
C) Markov Random Fields
D) Both A and C
E) Geographical Networks

2. Semi-structured data does NOT include:

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

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

A) Pattern density
B) Clustering
C) Supervised learning
D) Reinforcement learning

4. Machine learning can be categorized as:

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

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

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

Solutions: