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DASCA Senior Data Scientist Sample Questions:

1. Which of the following is correct about microservices?

A) Each service is independent
B) Each service is a new project
C) Each service can be developed in any language that best fits the requirement
D) All of the above

2. Which of the following is TRUE for Tensor?

A) Both B and C
B) Tensor is used to describe multidimensional arrays of numbers on which we perform linear operations
C) All of the above
D) In Tensor, there can be arbitrarily many dimensions to the array
E) Tensor is an array of floating-point numbers

3. Which of the following is a trend analysis component of time series decomposition?

A) Cyclical
B) Seasonal
C) Irregular
D) All of the above
E) Both A and B

4. In regression, the principle of machine learning is used to optimize the parameters to:

A) Minimize the approximation error
B) None of the above
C) Both A and B
D) Calculate the closest possible outcomes

5. ARIMA model is:

A) Autoresponsive moving average
B) Autoreactive moving average
C) Autointeractive moving average
D) All of the above
E) Autoregressive moving average

Solutions: