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Qlik QSDA2021 Exam Syllabus Topics:

Topic	Details
Topic 1	Analyze relevant variables to build scripts for incremental loading for extract layer etermine the correct method to implement data structures efficiently
Topic 2	Determine dimensionality and need for slowly changing dimensionality support Given a scenario, determine the data sources and connectors needed
Topic 3	Determine the correct method for date handling techniques Given a scenario, identify the appropriate type of data model
Topic 4	Determine the correct method to optimize the data model for Qlik Sense Determine the correct method to build data content based on requirements
Topic 5	Given a scenario, determine the appropriate method to validate and test scripts Determine the correct method to document Data Load scripts
Topic 6	Given a scenario, determine metrics and levels of granularity and aggregation Given a scenario, determine the appropriate level of security
Topic 7	Determine the appropriate method to create connections for data sources Determine the correct method to perform script organization and cleansing

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Qlik Sense Data Architect Certification Exam - February 2021 Release Sample Questions (Q43-Q48):

NEW QUESTION # 43
A data architect needs to build an Order Fulfillment app. The business requires front-end performance is optimized.
The OrderDate and ShipmentDate are located in different tables.
The user needs to identify the data type and must be able to:
* Show trends for orders and shipments
* Use a single filter for both date fields
* Analyze data over fiscal periods
Which steps should the data architect take to build the data model?

• A. 1. Create a master calendar and join into the Shipments and Orders table
  2. Create a single filter using fields from the Shipments table
• B. 1. Create a master calendar table as a data island
  2. Create a single filter using fields from the master calendar
• C. 1. Load the Shipments and Orders table via the data manager
  2. Create a single filter using fields from the Orders table
• D. 1. Create a link table with master calendar fields
  2. Create a single filter using fields from the master calendar

Answer: D
NEW QUESTION # 44
A data architect needs to load data from two different databases Additional data will be added from a folder that contains QVDs. text files, and Excel files.
What is the minimum number of data connections required?

• A. Four
• B. Three
• C. Five
• D. Two

Answer: B
NEW QUESTION # 45
A global retailer has a large database in which millions of sales transactions are added per hour.
Each regional sales manager should only see details for customers in their region. After filtering based on criteria such as region, gender, and income level, sales managers should be able to see the most current detailed transactions.
What should a data architect do to meet these requirements?

• A. Use section access and include a service account in the table
• B. Use section access to restrict sales manager access by region
• C. Use On-Demand App Generation (ODAG) and section access
• D. Create an app for each sales manager with Qlik GeoAnalytics

Answer: B
NEW QUESTION # 46
A company generates 1 GB of ticketing data daily. The data is stored in multiple tables Business users need to see trends of tickets processed for the past. 2 years Users very rarely access the transaction-level data for a specific date. Only the past 2 years of data must be loaded which is 720 GB of data Which method should a data architect use to meet these requirements?

• A. Load only 2 years of data and use best practices in scripting and visualization to calculate and display aggregated data
• B. Load only 2 years of data in an aggregated app and create a separate transaction app for occasional use
• C. Load only aggregated data for 2 years and use On-Demand App Generation (ODAG) for transaction data
• D. Load only aggregated data for 2 years and apply filters on a sheet for transaction data

Answer: C
NEW QUESTION # 47
Refer to the exhibit.

Refer to the exhibits.
An app is built to analyze salesperson performance by department. Departments are unique within the Departments table, but Salespeople often move between departments. A strict business rule states that a salesperson must be associated with ONLY one department at all times.
The data architect creates a summary of department performance and notices the values are incorrect. The total sales KPI shows the correct result.
How should the data architect modify the data model to correct this issue?

• A. Join the Transactions and Salespeople tables to resolve the many-to-many relationship
• B. Create a bridge table between the Departments and Salespeople tables to resolve the many-to-many relationship
• C. Join the Departments and Salespeople tables to resolve the many-to-many relationship
• D. Create a bridge table between the Transactions and Salespeople tables to resolve the many-to-many relationship

Answer: B
NEW QUESTION # 48
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