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  • Exam Name: SnowPro Advanced: Data Scientist Certification Exam
  • Last Update: 26-May-2024
  • Questions and Answers: 65
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DSA-C02 Questions and Answers

Question # 1

Which of the following cross validation versions may not be suitable for very large datasets with hundreds of thousands of samples?

A.

k-fold cross-validation

B.

Leave-one-out cross-validation

C.

Holdout method

D.

All of the above

Question # 2

Which ones are the known limitations of using External function?

A.

Currently, external functions cannot be shared with data consumers via Secure Data Sharing.

B.

Currently, external functions must be scalar functions. A scalar external function re-turns a single value for each input row.

C.

External functions have more overhead than internal functions (both built-in functions and internal UDFs) and usually execute more slowly

D.

An external function accessed through an AWS API Gateway private endpoint can be accessed only from a Snowflake VPC (Virtual Private Cloud) on AWS and in the same AWS region.

Question # 3

Select the Correct Statements regarding Normalization?

A.

Normalization technique uses minimum and max values for scaling of model.

B.

Normalization technique uses mean and standard deviation for scaling of model.

C.

Scikit-Learn provides a transformer RecommendedScaler for Normalization.

D.

Normalization got affected by outliers.

Question # 4

Which one is not the feature engineering techniques used in ML data science world?

A.

Imputation

B.

Binning

C.

One hot encoding

D.

Statistical

Question # 5

As Data Scientist looking out to use Reader account, Which ones are the correct considerations about Reader Accounts for Third-Party Access?

A.

Reader accounts (formerly known as “read-only accounts”) provide a quick, easy, and cost-effective way to share data without requiring the consumer to become a Snowflake customer.

B.

Each reader account belongs to the provider account that created it.

C.

Users in a reader account can query data that has been shared with the reader account, but cannot perform any of the DML tasks that are allowed in a full account, such as data loading, insert, update, and similar data manipulation operations.

D.

Data sharing is only possible between Snowflake accounts.

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