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Snowflake SnowPro Advanced: Data Analyst Certification - DAA-C01 dump torrent

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DAA-C01 Guide Torrent
  • Exam Code: DAA-C01
  • Exam Name: SnowPro Advanced: Data Analyst Certification Exam

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Snowflake DAA-C01 Exam Syllabus Topics:

SectionObjectives
Data Loading and Unloading- Data ingestion methods
  • 1. Continuous ingestion and Snowpipe concepts
    • 2. COPY INTO and bulk loading
      - Data export
      • 1. UNLOAD and external stages
        Data Modeling and Performance Optimization- Modeling approaches in Snowflake
        • 1. Star and snowflake schemas
          • 2. Data normalization vs denormalization
            - Performance tuning
            • 1. Warehouse sizing and auto-suspend/auto-resume
              • 2. Clustering and pruning techniques
                Security, Governance, and Data Sharing- Access control and security
                • 1. Role-based access control (RBAC)
                  • 2. Authentication and encryption concepts
                    - Data sharing and governance
                    • 1. Data masking and policies
                      • 2. Secure data sharing
                        Snowflake Architecture and Data Platform Fundamentals- Snowflake architecture concepts
                        • 1. Virtual warehouses and scaling
                          • 2. Cloud services layer, compute layer, storage layer
                            - Data platform fundamentals
                            • 1. Data lifecycle in Snowflake
                              • 2. Separation of storage and compute
                                Data Transformation and Analysis- Analytical workloads
                                • 1. Materialized views and caching
                                  • 2. Query optimization for analytics
                                    - SQL-based transformations
                                    • 1. Semi-structured data (VARIANT, JSON, XML)
                                      • 2. Joins, aggregations, window functions

                                        Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:

                                        Question #1

                                        A Data Analyst is given access to a table of inventory transfers which includes the product details, fulfillment warehouse location, and destination warehouse location. Which type of visualization should be used to illustrate the most active product transfer routes?

                                        • A. Scatterplot
                                        • B. Line chart
                                        • C. Heat grid
                                        • D. Scorecard
                                        Answer: C

                                        Explanation: Only visible for GuideTorrent members. You can sign-up / login (it's free).

                                        Question #2

                                        A Data Analyst needs to add address details based on a customer's latitude and longitude to a customer sales database. The Analyst found a free Worldwide Address Data listing on the Snowflake Marketplace. The ACCOUNTADMIN placed the data set into a new database called ADDRESS_DATA. The Data Analyst needs to join the ADDRESS_DATA.OPENADDRESS table with the ORDERS table which is stored in the GLOBAL_DWH database. The combined data set needs to be created as a view. How can this be achieved?

                                        • A. Create a view in the GLOBAL_DWH database.
                                        • B. Ask the ACCOUNTADMIN to grant the Data Analyst the IMPORTED_PRIVILEGES on the ADDRESS_DATA database and then create a view in the ADDRESS_DATA database.
                                        • C. Create a view in the ADDRESS_DATA database.
                                        • D. Create a new schema called ENRICHED in the ADDRESS_DATA database and create this view in the ENRICHED schema.
                                        Answer: A

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                                        Question #3

                                        A Data Analyst needs a sample of 10 rows from a table FCT_SALES that has billions of rows. Which commands can be used to accomplish this? (Select TWO).

                                        • A. SELECT TOP 10 ROWS * FROM FCT_SALES;
                                        • B. SELECT TOP 10 * FROM FCT_SALES;
                                        • C. SELECT * FROM FCT_SALES SAMPLE (10 ROWS);
                                        • D. SELECT * FROM FCT_SALES SAMPLE 10;
                                        • E. SELECT TOP (10 ROWS) * FROM FCT_SALES;
                                        Answer: B,C

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                                        Question #4

                                        A Data Analyst runs a query in a Snowflake worksheet, and selects a numeric column from the result grid.
                                        What automatically-generated contextual statistic can be visualized?

                                        • A. A histogram, displayed for all numeric, date, and time columns
                                        • B. A key distribution
                                        • C. MIN/MAX values for the column
                                        • D. A frequency distribution, displayed for all numeric columns
                                        Answer: A

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                                        Question #5

                                        When sharing views across accounts, which function should be used on the row access policy for the secure views to give users access to rows in a base table?

                                        • A. CURRENT_USER
                                        • B. CURRENT_AVAILABLE_ROLES
                                        • C. CURRENT_ACCOUNT
                                        • D. CURRENT_ROLE
                                        Answer: C

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