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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Snowflake Architecture and Data Platform Fundamentals | - Snowflake architecture concepts
|
| Topic 2: Data Transformation and Analysis | - Analytical workloads
|
| Topic 3: Data Loading and Unloading | - Data ingestion methods
|
| Topic 4: Data Modeling and Performance Optimization | - Modeling approaches in Snowflake
|
| Topic 5: Security, Governance, and Data Sharing | - Access control and security
|
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
A company is looking for new headquarters and wants to minimize the distances employees have to commute.
The company has geographic data on employees' residences. Through the Snowflake Marketplace, the company obtained geographic data for possible locations of the new headquarters. How can the distance between an employee's residence and potential headquarters locations be calculated in meters with the LEAST operational overhead?
- A. ST_HAUSDORFFDISTANCE
- B. HAVERSINE
- C. ST_LENGTH
- D. ST_DISTANCE
Correct Answer: D 🗳️
Explanation: Only visible for DumpExam members. You can sign-up / login (it's free).
There are two similarly-structured and sized tables, Table_a and Table_b, in a schema with data populated in both tables. A Data Analyst is running queries as part of a preliminary analysis of the data to check the MAX value of a numeric column named num which is present in both the tables:
* Query 1: SELECT MAX(num) FROM Table_a;
* Query 2: SELECT MAX(num) FROM Table_b;
After running the queries, the Analyst observed that Query 2 ran significantly slower than Query 1. Why is this occurring?
- A. A multi-cluster warehouse was used to run Query 1.
- B. Table_b has a row-access policy defined.
- C. Table_b has more rows than Table_a.
- D. The USE_CACHED_RESULT was set to FALSE before running Query 2.
Correct Answer: B 🗳️
Explanation: Only visible for DumpExam members. You can sign-up / login (it's free).
A Data Analyst executes a query in a Snowflake worksheet that returns the total number of daily sales, and the total amount for each sale. How can the Analyst check the distribution of the total amount, without running the query again?
- A. Go to Chart and select a bar chart that contains the two variables.
- B. Click on the column header in the results and review the histogram.
- C. Call the WIDTH_BUCKET function.
- D. Go to Chart and select a histogram that includes the two variables.
Correct Answer: B 🗳️
Explanation: Only visible for DumpExam members. You can sign-up / login (it's free).
Why would an INFER_SCHEMA table function be used?
- A. To detect the file metadata schema from staged data files that contain semi-structured data
- B. To retrieve the column definitions from a previously-loaded database table
- C. To detect the metadata schema from a table cell that contains JSON data
- D. To detect the file metadata schema from staged data files that contain unstructured data
Correct Answer: A 🗳️
Explanation: Only visible for DumpExam members. You can sign-up / login (it's free).
Which Snowflake SQL would a Data Analyst use in a trained Cortex model named forecast_model to retrieve the components that contribute to the predictions?
- A. forecast_model!SHOW_EVALUATION_METRICS()
- B. forecast_model!SHOW_TRAINING_LOGS()
- C. forecast_model!FORECAST()
- D. forecast_model!EXPLAIN_FEATURE_IMPORTANCE()
Correct Answer: D 🗳️
Explanation: Only visible for DumpExam members. You can sign-up / login (it's free).
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