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Databricks-Certified-Professional-Data-Scientist Exam Dumps : Databricks Certified Professional Data Scientist Exam

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Databricks Certified Professional Data Scientist Exam Questions and Answers

Question 1

Scenario: Suppose that Bob can decide to go to work by one of three modes of transportation,

car, bus, or commuter train. Because of high traffic, if he decides to go by car. there is a 50% chance he will be late. If he goes by bus, which has special reserved lanes but is sometimes overcrowded, the probability of being late is only 20%. The commuter train is almost never late, with a probability of only 1 %, but is more expensive than the bus.

Suppose that Bob is late one day, and his boss wishes to estimate the probability that he drove to work that day by car. Since he does not know Which mode of transportation Bob usually uses, he gives a prior probability of 1 3 to each of the three possibilities. Which of the following method the boss will use to estimate of the probability that Bob drove to work?

Options:

A.

Naive Bayes

B.

Linear regression

C.

Random decision forests

D.

None of the above

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Question 2

Which of the following metrics are useful in measuring the accuracy and quality of a recommender system?

Options:

A.

Cluster Density

B.

Support Vector Count

C.

Mean Absolute Error

D.

Sum of Absolute Errors

Question 3

You have modeled the datasets with 5 independent variables called A,B,C,D and E having relationships which is not dependent each other, and also the variable A,B and C are continuous and variable D and E are discrete (mixed mode).

Now you have to compute the expected value of the variable let say A, then which of the following computation you will prefer

Options:

A.

Integration

B.

Differentiation

C.

Transformation

D.

Generalization