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DASCA SDS Exam Syllabus Topics:

DASCA Senior Data Scientist Sample Questions:

1. Bernoulli random variable is a type of:

A) Sometimes Discrete or sometimes Continuous random variable
B) Continuous random variable
C) Both A and B
D) Discrete random variable

2. Which of the following is an example of graphical model?

A) Bayesian Networks
B) Markov Random Fields
C) Both A and B
D) Both A and C
E) Geographical Networks

3. Designing an algorithm to play chess is usually an example of which type of machine learning?

A) Pattern density
B) Supervised learning
C) Clustering
D) Reinforcement learning

4. Which of the following is True about Time Series Analysis?

A) Predicting when/whether an event will occur, such as a failure of the machine generating the data
B) All of the above
C) Both A and B
D) Projecting the value of the time series at future points in time, such as a stock whose price we want to predict
E) Identifying interesting patterns in a corpus of time series data that is too large for a human to comb through

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

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

Solutions: