What happens when you register a new version of an existing model in Snowflake?

The previous version is overwritten and lost

The new version becomes the default version for inference

The new version is added alongside existing versions

The model is locked and cannot be updated

A data science team is using Snowpark ML to train models and wants to integrate with the Snowflake Model Registry. They have a model trained with Snowpark ML's XGBoostRegressor. What is the recommended way to register this model so it can be used for inference in Snowflake?

Use the CREATE MODEL SQL command to register the model from the training results.

Export the model to ONNX format and then import it into the registry.

Use the ModelRegistry.log_model() method from Snowpark ML to register the model directly.

Serialize the model to a pickle file, upload it to a stage, and create a model in the registry from the file.

In Python, how do you deploy a registered model for inference?

By using the deploy() method on the registry

By calling the model's predict() method

What is the purpose of deprecating a model version in the Snowflake Model Registry?

To automatically retrain the model

To permanently delete the model version from the registry

To indicate that the version should not be used for new deployments

To move the model to a different database

SnowflakeSnowPro Advanced — Data Scientist

Domain 5Objective 3

Use the Snowflake Model Registry SNOWPRO-ADVANCED-DATA-SCIENTIST Practice Questions (Page 3)

Part of the Model Deployment and Operationalization domain, which makes up ~24% of our current practice bank.

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6free pages

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Questions 11–15

11foundation · easy
What happens when you register a new version of an existing model in Snowflake?
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12application · medium
A data science team is using Snowpark ML to train models and wants to integrate with the Snowflake Model Registry. They have a model trained with Snowpark ML's XGBoostRegressor. What is the recommended way to register this model so it can be used for inference in Snowflake?
Select an answer first
13foundation · easy
In Python, how do you deploy a registered model for inference?
Select an answer first
14foundation · easy
What is the purpose of deprecating a model version in the Snowflake Model Registry?
Select an answer first
15foundation · easy
In Python, which method of the Registry class is used to retrieve a list of models?
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