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Databricks Certification Databricks-Certified-Professional-Data-Scientist Updated Exam

Databricks Certified Professional Data Scientist Exam Questions and Answers

Question 9

A website is opened 3 times by a user. What is the probability of he clicks 2 times the advertisement, is best calculated by

Options:

A.

Binomial

B.

Poisson

C.

Normal

D.

Any of the above

Question 10

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

Question 11

What is the probability that the total of two dice will be greater than 8, given that the first die is a 6?

Options:

A.

1/3

B.

2/3

C.

1/6

D.

2/6

Question 12

A denote the event 'student is female' and let B denote the event 'student is French'. In a class of 100 students suppose 60 are French, and suppose that 10 of the French students are females. Find the probability that if I pick a French student, it will be a girl, that is, find P(A|B).

Options:

A.

1/3

B.

2/3

C.

1/6

D.

2/6