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Snowflake DAA-C01 Exam Overview:

Certification Vendor:Snowflake
Exam Name:SnowPro Advanced: Data Analyst Certification Exam
Exam Number:DAA-C01
Certificate Validity Period:2 years
Exam Duration:115 minutes
Exam Price:$375 USD
Related Certifications:SnowPro Core Certification
Available Languages:English
Exam Format:Multiple Choice, Multiple Select, True/False
Real Exam Qty:65
Passing Score:750 out of 1000 (scaled score)
Sample Questions:Snowflake DAA-C01 Sample Questions
Exam Way:Online via Pearson VUE (proctored)
Pre Condition:Active SnowPro Core Certified credential required. 1 or more years of hands-on practical experience with Snowflake as a Data Analyst in a production environment recommended. Fluency with advanced SQL and knowledge of an additional computer language preferred.
Official Syllabus URL:https://learn.snowflake.com/en/certifications/snowpro-advanced-dataanalyst

Snowflake DAA-C01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Analysis30%-32%- Perform advanced analytics using SQL
  • 1. Time-series analysis
  • 2. Snowflake-specific analytical features
  • 3. Aggregate functions
Topic 2: Data Transformation and Data Modeling22%-30%- Transform data using SQL
  • 1. Common Table Expressions (CTEs)
  • 2. PIVOT/UNPIVOT operations
  • 3. Window functions
  • 4. QUALIFY clauses
- Design data models
  • 1. Snowflake schema design
  • 2. Data vault models
  • 3. Star schema design
Topic 3: Data Ingestion and Data Preparation15%-20%- Use best practice considerations relating to data integrity structures
  • 1. Implement constraints
  • 2. Define primary keys for tables
  • 3. Perform table joins between parent/child tables
- Prepare data and load into Snowflake
  • 1. Load files using Snowsight
  • 2. Load data from external/internal stages into a table
- Use a collection system to retrieve data
  • 1. Retrieve data from structured sources (CSV)
  • 2. Retrieve data from semi-structured sources (Parquet, Avro, ORC, JSON, XML)
  • 3. Retrieve data from unstructured sources
  • 4. Synthetic Data Generation
- Implement data processing solutions
  • 1. Cleanse, conform, and enrich data
  • 2. Use logging and monitoring solutions (auditing, data lineage)
  • 3. Automate and implement data pipelines (scheduling)
  • 4. Respond to processing failures
- Enrich data by identifying and accessing relevant data from the Snowflake Marketplace
  • 1. Create tables and views
  • 2. Find external data sets that correlate with available data
  • 3. Use Secure Data Sharing (Marketplace, Internal Marketplace, Private Listings, Listings)
- Perform data discovery to identify what is needed from available datasets
  • 1. Evaluate required transformations (table joins, set operations, ASOF JOINS)
  • 2. Determine the level of data granularity required
  • 3. Identify elements required for business goals using BI reports or SQL analysis
  • 4. Query tables to assess data elements and statistics maintained by Snowflake
  • 5. Use commands to read metadata or alter context (DESCRIBE, SHOW, USE)
Topic 4: Data Presentation and Data Visualization28%-29%- Create dashboards
  • 1. Snowsight dashboards
  • 2. Present analytical results
- Integrate with BI tools
  • 1. Power BI integration
  • 2. Tableau integration
  • 3. Other partner visualization tools

Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

1. A Data Analyst has created a custom filter called branch_region on a Snowflake dashboard. The filter contains a list of regions where the company has stores. How should the filter be referenced in dashboard queries?

A) :branch_region
B) ::branch_region
C) %branch_region
D) $branch_region


2. Which query will provide this data without incurring additional storage costs?

A) CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.TRANS_HIST WHERE extract(year from (TRANS_DATE)) = 2019);
B) CREATE TABLE DEV.PUBLIC.TRANS_HIST AS (SELECT * FROM PROD.PUBLIC.
TRANS_HIST);
C) CREATE TABLE DEV.PUBLIC.TRANS_HIST CLONE PROD.PUBLIC.TRANS_HIST;
D) CREATE TABLE DEV.PUBLIC.TRANS_HIST LIKE PROD.PUBLIC.TRANS_HIST;


3. A Data Analyst wants to transform query results. Which transformation option will incur compute costs?

A) Showing a thousand separator for numeric columns.
B) Sorting a column by using the column options.
C) Increasing or decreasing decimal precision.
D) Formatting date and timestamp columns.


4. What will the following query return?
SELECT * FROM testtable SAMPLE BLOCK (0.012) REPEATABLE (99992);

A) A sample containing 99992 records of a table in which each block of rows has a 0.012% probability of being included in the sample.
B) A sample of a table in which each block of rows has a 1.2% probability of being included in the sample, with the seed set to 99992.
C) A sample of a table in which each block of rows has a 1.2% probability of being included in the sample where repeated elements are allowed.
D) A sample of a table in which each block of rows has a 0.012% probability of being included in the sample, with the seed set to 99992.


5. What will be the output of this query?
SELECT 100::FLOAT * 20.78::INTEGER || ' Square Feet';

A) 2078.00 Square Feet
B) 2100 Square Feet
C) 2078 Square Feet
D) A conversion error


Solutions:

Question # 1
Answer: A
Question # 2
Answer: C
Question # 3
Answer: B
Question # 4
Answer: D
Question # 5
Answer: B

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