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DASCA SDS Exam Syllabus Topics:

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 is NOT a valid section of Big Data Strategy document?

A) Key decisions
B) Key business initiatives
C) Key business entities
D) Business strategy
E) Business decisions

3. What is the agenda of discussion at a "stand up" meeting of an Agile team?

A) What they accomplished the previous day
B) What they are planning to do today
C) All of the above
D) Both A and B
E) Any roadblocks they are running into

4. Maximum Likelihood Estimation (MLE) is a way to frame:

A) Small class of problems in Data Science
B) Large class of problems in HDFS
C) Large class of problems in Data Science
D) Both A and C
E) Small class of problems in HDFS

5. What is TRUE for "rehashing"?

A) Key/value pairs from the original table can be inserted into the new, larger one
B) All of the above
C) Both A and B
D) It requires a new hash function, which maps values into a larger range of integers
E) Allocate a new, larger hash table in memory

Solutions: