May, 2024 Databricks-Certified-Professional-Data-Scientist Practice Questions

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Sample Question 1

Logistic regression is a model used for prediction of the probability of occurrence of an event. It makes use of several variables that may be...... 

A. Numerical 
B. Categorical 
C. Both 1 and 2 are correct 
D. None of the 1 and 2 are correct 

Show Answer

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Sample Question 2

Select the statement which applies correctly to the Naive Bayes

 A. Works with a small amount of data 
B. Sensitive to how the input data is prepared
 C. Works with nominal values 

Show Answer

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Sample Question 3

You are working on a email spam filtering assignment, while working on this you find there is new word e.g. HadoopExam comes in email, and in your solutions you never come across this word before, hence probability of this words is coming in either email could be zero. So which of the following algorithm can help you to avoid zero probability? 

A. Naive Bayes 
B. Laplace Smoothing 
C. Logistic Regression 
D. All of the above

Show Answer

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