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Databricks Databricks-Certified-Professional-Data-Scientist Dumps Questions Answers

Exam Code:
Databricks-Certified-Professional-Data-Scientist
Last Update: May 7, 2026
138 Questions Answers with Explanation Detail
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Databricks-Certified-Professional-Data-Scientist Q&A's Detail

Exam Code:
Databricks-Certified-Professional-Data-Scientist
Total Questions:
138 Q&A's
Single Choice Questions:
112 Q&A's
Multiple Choice Questions:
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Databricks Certified Professional Data Scientist Exam Questions and Answers

Questions 1

Select the correct option from the below

Options:

A.

If you ' re trying to predict or forecast a target value^ then you need to look into supervised learning.

B.

If you ' ve chosen supervised learning, with discrete target value like Yes/No. 1/2/3, A/B/C: or Red/Yellow/Black, then look into classification.

C.

If the target value can take on a number of values, say any value from 0.00 to 100.00, or -999 to 999: or +_to -_, then you need to look unsupervised learning

D.

If you ' re not trying to predict a target value, then you need to look into unsupervised learning

E.

Are you trying to fit your data into some discrete groups? If so and that ' s all you need, you should look into clustering.

Questions 2

RMSE is a useful metric for evaluating which types of models?

Options:

A.

Logistic regression

B.

Naive Bayes classifier

C.

Linear regression

D.

All of the above

Questions 3

In which of the following scenario we can use naTve Bayes theorem for classification

Options:

A.

Classify whether a given person is a male or a female based on the measured features. The features include height, weight and foot size.

B.

To classify whether an email is spam or not spam

C.

To identify whether a fruit is an orange or not based on features like diameter, color and shape

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