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Snowflake GES-C01 Exam Syllabus Topics:

Snowflake SnowPro® Specialty: Gen AI Certification Sample Questions:

1. An ML Engineer has developed a custom PyTorch model for GPU-powered inference and successfully built an OCI-compliant image locally. They now need to push this image to a Snowflake image repository and configure a Snowpark Container Service to use it. The Snowflake account identifier is my org_name_my_account_id_prod. Which set of commands correctly demonstrates tagging the local image and pushing it to the repository?

A) Option D
B) Option B
C) Option C
D) Option E
E) Option A

2. A data application developer is using the Snowflake Cortex COMPLETE function to power a multi-turn conversational AI application. They want to ensure responses are creative but not excessively long, adhere to a specific JSON structure, and are filtered for safety. Given the following SQL query snippet, which statements accurately describe the impact of the specified options?

A) The

B) The

C) For a multi-turn conversation, previous user prompts and model responses should be passed in the

D) Setting

E) Including a

3. A data architect is designing a workflow to programmatically extract highly structured data from various text inputs using Snowflake Cortex AI's AI_COPIPLETE function through its REST API. They require the output to strictly adhere to a complex JSON schema for downstream processing and need to manage associated costs. Which of the following statements accurately describe aspects of this approach?

A) Option D
B) Option B
C) Option C
D) Option E
E) Option A

4.

A)

B)

C)

D)

E)

5. A Snowflake administrator is designing a new role, 'doc_ai_pipeline_creator' , intended to configure and deploy Document AI extraction pipelines. This role needs the ability to ensure that the designated virtual warehouse, 'analytics_wh', can be reliably started and stopped as needed for Document AI tasks. Which of the following SQL statements grants the privilege that directly enables the 'doc ai_pipeline_creator' role to control the operational state of 'analytics_wh'?

A)

B)

C)

D)

E)

Solutions: