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| Section | Objectives |
|---|---|
| Application Design | - Data layer vs presentation layer separation - Performance optimization considerations |
| Data Modeling | - Conceptual and logical data models - Associations and synthetic keys - Star and snowflake schema design |
| Data Quality and Governance | - Handling nulls and duplicates - Data validation techniques |
| Data Connections | - Data source authentication - Connecting to databases and files |
| Data Loading and Transformation | - Qlik load script fundamentals - Incremental load strategies - Data transformation functions |
Refer to the exhibit.
An organization stores sales data in SQL Server. A database administrator creates a view to show the transaction data The data architect must
* Create a data model that shows the total sales for each salesperson by month
* Create an indicator that shows whether the total monthly sales meet or exceed the monthly quota, which is always $1,200 Which script should the data architect use to meet these requirements?
A)
B)
C)
D)
Correct Answer: B 🗳️
Refer to the exhibit.
The two tables have been loaded by the script shown This script creates a synthetic key, which is not desired.
The Dept code in the Employee table is incorrect for EmplD=3
The data architect must change line 27 to create a single table in the data model that is accurate Which LOAD statement should the data architect use?
Correct Answer: D 🗳️
Refer to the exhibit.
Each order can-have multiple products The data architect needs to make sure the Amount can be analyzed by Order Type and Product Category.
The Order Number field data always contains the Order Type in the first three characters Product. Product Category, and Sales Channel data are available in an Excel spreadsheet called "Categories" in the file PaperProducts xlsx.
Which two ways can the data architect use to make additions to the existing script and meet the requirements?
(Choose two.)
A)
B)
C)
D)
Correct Answer: A 🗳️

Refer to the exhibits
A company notices that product sales have decreased. A data architect needs to create an app to show the correlation between the decreased revenue and the latest customer survey results.
Which Qlik Sense feature should the data architect use to meet this requirement?
Correct Answer: B 🗳️
Payroll managers need access to the payroll system to complete a quarterly report. A username and password is required to access the payroll system through an ODDC connection Only the system administrator should have access to the credentials and make updates as needed Each payroll manager who accesses the app should only see their own employees.
Which two actions are required to set up the appropriate security? (Select two.)
Correct Answer: A,E 🗳️
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