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DASCA Senior Data Scientist Sample Questions:

1. Machine learning can be categorized as:

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

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

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

3. Which of these statements reflects a null hypothesis?

A) There will be a significant difference between group 1 and group 2
B) Men will score higher than women on spatial awareness
C) As temperature increases, so too will the level of aggression
D) There will be no relationship between caffeine consumption and performance
E) Women will score higher than men on empathy

4. In regression, the principle of machine learning is used to optimize the parameters to:

A) Minimize the approximation error
B) None of the above
C) Both A and B
D) Calculate the closest possible outcomes

5. Which of the following is a DevOps Practice?

A) Continuous delivery
B) All of the above
C) Continuous integration
D) Continuous build

Solutions: