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DASCA Senior Data Scientist Sample Questions:

1. The DevOps movement is an outgrowth of which of the following software development methodologies?

A) Waterfall
B) Agile
C) Test-driven development and model-driven development
D) Promise-based algorithms

2. Which of the following is NOT an example of the applications of neural networks?

A) Stock market prediction
B) Character recognition
C) None of the above
D) Image compression
E) Traveling salesman's problem

3. Which of the following phases is NOT a Big Data Business Model Maturity Index?

A) Business Monitoring
B) Business Strategy
C) Business Metamorphosis
D) Data Monetization
E) Business Optimization

4. Spark should be used when:

A) None of the above
B) Data is massive
C) Data is not massive
D) Both A and B

5. Which of the following is correct about customer lifetime value (CLTV)?
i. Most organizations determine the current customer lifetime value (CLTV) based on historic sales over past
12 to 18 months
ii. The goal of the CLTV score is to help marketing and store personnel to determine the "value" of a customer

A) Only ii
B) Only i
C) Both i and ii

Solutions: