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DASCA Senior Data Scientist Sample Questions:
1. Which of the following is used to summarize a dataset by showing the median, quantiles, and min/max values for each of the variables?
A) Scatter Chart
B) Bar Charts
C) Pie Charts
D) Histogram
E) Box Plots
2. Which of the following is NOT Structured data?
A) XML
B) None of the above
C) CSV files
D) Data tables
E) Relational databases
3. Which of the following is correct for Markov chain?
A) Both B and C
B) A Markov chain is a sequence of fixed variables X1, X2
C) Both A and B
D) A Markov chain is the state of a system at sequential points in time
E) A Markov chain is a sequence of random variables X1, X2
4. Which of the following can be classified as factor analysis in machine learning?
A) None of the above
B) Exploratory factor analysis
C) Both A and B
D) Confirmatory factor analysis
5. Which of the following is TRUE for Tensor?
A) Tensor is an array of floating-point numbers
B) Both B and C
C) In Tensor, there can be arbitrarily many dimensions to the array
D) All of the above
E) Tensor is used to describe multidimensional arrays of numbers on which we perform linear operations
Solutions:
| Question # 1 Answer: E | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: D |
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