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DASCA Senior Data Scientist Sample Questions:

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

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

2. Which of the following statements is correct?

A) Apache claimed that Spark is able to run parallel jobs 50 times faster in memory and 5 times faster on disk in comparison to the traditional Hadoop MapReduce
B) Apache claimed that Spark is able to run parallel jobs 1000 times faster in memory and 100 times faster on disk in comparison to the traditional Hadoop MapReduce
C) Apache claimed that Spark is able to run parallel jobs 100 times faster in memory and 10 times faster on disk in comparison to the traditional Hadoop MapReduce
D) Apache claimed that Spark is able to run parallel jobs 10 times faster in memory and 100 times faster on disk in comparison to the traditional Hadoop MapReduce

3. Which of the following is an SLAs specification in case of Internet Service Provider (ISP)?

A) Mean Time Between Failures (MTBF)
B) All of the above
C) Turnaround Time (TAT)
D) Mean Time To Recovery (MTTR)

4. Which classification steps are performed in inductive techniques?
i. Training Step
ii. Test Step
iii. Validation Step
iv. Application Step

A) ii, iii
B) i, ii
C) i, ii, iii, iv
D) i, ii, iv

5. JSON takes hierarchical data structures and serializes them into:

A) Any desired format
B) Plain string format
C) Plain text format
D) None of the above
E) Both A and B

Solutions: