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DASCA Senior Data Scientist Sample Questions:

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

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

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

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

3. Which of the following is TRUE about monetization exercise?

A) The monetization exercise works by first understanding the product usage patterns and customer usage behaviors associated with a particular product and service
B) The monetization exercise process then seeks to identify complementary or secondary recommendations that can be packaged and delivered along with that product or service
C) The monetization exercise provides an opportunity to uncover new product and/or service opportunities
D) All of the above
E) Both B and C

4. Which of the following errors refers to the wrong negation of a true null hypothesis?

A) Type II Error
B) Type I Error
C) Logical Error
D) None of the above
E) Hypothesis Error

5. Machine learning can be categorized as:

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

Solutions: