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DASCA Senior Data Scientist Sample Questions:

1. Which of the following can be classified as factor analysis in machine learning?

A) Both A and B
B) Exploratory factor analysis
C) Confirmatory factor analysis
D) None of the above

2. Which of the following is NOT an example of graphical model?

A) Geographical networks
B) Computer networks
C) Electrical circuits
D) Road maps
E) Flow charts

3. Data wrangling is the process of getting the data from:

A) Its raw format into something suitable for more conventional analytics
B) Both A and B
C) Its modified meaning format into something suitable for more conventional analytics
D) None of the above

4. Which of the following is a useful feature of functional programming?

A) All of the above
B) Higher-Order Functions (HOFs)
C) Lazy Evaluation
D) Immutable Data

5. Which of the following standardizes scores similar to a percentile rank but preserves equal interval properties of a Z-score?

A) Normal Curve Equivalent (NCE)
B) Medium Curve Equivalent (MCE)
C) High Curve Equivalent (HCE)
D) Trend analysis
E) None of the above

Solutions: