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

Question # 1

You are studying the behavior of a population, and you are provided with multidimensional data at the individual level. You have identified four specific individuals who are valuable to your study, and would like to find all users who are most similar to each individual. Which algorithm is the most appropriate for this study?

A.

Association rules

B.

Decision trees

C.

Linear regression

D.

K-means clustering

Question # 2

A bio-scientist is working on the analysis of the cancer cells. To identify whether the cell is cancerous or not, there has been hundreds of tests are done with small variations to say yes to the problem. Given the test result for a sample of healthy and cancerous cells, which of the following technique you will use to determine whether a cell is healthy?

A.

Linear regression

B.

Collaborative filtering

C.

Naive Bayes

D.

Identification Test

Question # 3

Select the correct problems which can be solved using SVMs

A.

SVMs are helpful in text and hypertext categorization

B.

Classification of images can also be performed using SVMs

C.

SVMs are also useful in medical science to classify proteins with up to 90% of the compounds classified correctly

D.

Hand-written characters can be recognized using SVM

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