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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) Confirmatory factor analysis
C) None of the above
D) Exploratory factor analysis

2. Which of the following is NOT a part of Internal Process Optimization?

A) Business Monitoring
B) Business Optimization
C) Business Insights
D) None of the above
E) Business Metamorphosis

3. Which of the following is an SLAs specification in case of Internet Service Provider (ISP)?

A) Mean Time To Recovery (MTTR)
B) All of the above
C) Mean Time Between Failures (MTBF)
D) Turnaround Time (TAT)

4. Which classification steps are performed in inductive techniques?
i. Training Step
ii. Test Step
iii. Validation Step
iv. Application Step

A) i, ii, iii, iv
B) ii, iii
C) i, ii
D) i, ii, iv

5. Which of the following is the common evolutionary algorithm of neural networks?

A) Genetic algorithm
B) Evolution strategy
C) All of the above
D) Genetic programming

Solutions: