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Snowflake COF-C02 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Transformations and Querying- SQL querying in Snowflake
- Semi-structured data handling (VARIANT, JSON, Parquet)
Topic 2: Data Protection, Security, and Performance- Time Travel and Fail-safe concepts
- Query performance optimization basics
- Role-based access control (RBAC)
Topic 3: Data Loading and Unloading- Bulk loading using stages and COPY INTO
- Data unloading and external stages
Topic 4: Snowflake Architecture and Overview- Snowflake architecture concepts (cloud data platform, separation of storage and compute)
- Virtual warehouses and resource scaling concepts

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Snowflake SnowPro Core Certification Exam Sample Questions (Q141-Q146):

NEW QUESTION # 141
How does the search optimization service help Snowflake users improve query performance?

Answer: A


NEW QUESTION # 142
What information does the Query Profile provide?

Answer: B


NEW QUESTION # 143
What would cause different results to be returned when running the same query twice?

Answer: A

Explanation:
When using the SAMPLE clause in a query, if the seed is not set, Snowflake will use a different random seed for each execution of the query. This results in different rows being sampled each time, leading to different results. Setting a seed ensures that the same rows are sampled each time the query is run.
:
Snowflake Documentation: Sampling


NEW QUESTION # 144
What can be used to process unstructured data?

Answer: A

Explanation:
To process unstructured data in Snowflake, external functions can be used.
External Functions: These allow you to call external services and processing engines from within Snowflake SQL. External functions can be used to handle complex processing tasks that are not natively supported by Snowflake, including those involving unstructured data.
Implementation: You define an external function in Snowflake that points to an external processing service (e.g., AWS Lambda, Google Cloud Functions).
Reference:
Snowflake Documentation on External Functions


NEW QUESTION # 145
Which tasks will help optimize virtual warehouse costs? (Select TWO)

Answer: A,E

Explanation:
* Auto-suspend ensures that a warehouse automatically suspends when idle, reducing compute costs.
* Statement timeout prevents long-running queries from consuming excessive credits.
Reference:
Snowflake Docs: Managing Warehouses
Snowflake Docs: Statement Timeouts


NEW QUESTION # 146
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