Last Updated: Aug 28, 2026
No. of Questions: 70 Questions & Answers with Testing Engine
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| Section | Objectives |
|---|---|
| Topic 1: Application Design | - User interface best practices - Sheet and object design |
| Topic 2: Data Modeling | - Table relationships and synthetic keys - Associative data model concepts - Data normalization and star schema design |
| Topic 3: Expressions and Calculations | - Set analysis basics - Aggregation functions |
| Topic 4: Performance Optimization | - Application performance tuning - Data model optimization techniques |
| Topic 5: Data Loading and Scripting | - Data transformation and cleansing - Load script syntax and structure - File and database connections |
Question 1
Refer to the exhibit to the right.
When a customer reloads the script displayed in the exhibit, it fails to respond and complete, and displays an error message.
OBJECT OUT OF MEMORY.
How should the developer resolve the logic error in the script?
A. change the script to use an Inner Join instead of Left Join
B. change the DepartmentID field in the SalesPerson table to match the qualified field name of DepartmentID in the Department table
C. change the Left Join command to include the name of the table being joined enclosed in parentheses
D. change the QUALIFY * command to list out only the fields that need to be qualified
Question 2
Refer to the exhibit to the right.
A customer needs the data displayed in the exhibit loaded into QlikView for analysis.
The data is stored in a flat file and new rows are appended daily.
Which two data quality issues will a developer have to resolve? (Choose two.)
A. the Transaction ID field name contains a space
B. one or more Product field values contain the file delimiter
C. one or more header rows are included in the file data
D. the Date field name is also a function name and is a reserved word
E. one or more Product field values contain spaces
F. the Date field values contain special characters
Question 3
Which action should a developer perform on a table to reduce required memory and optimize the application?
A. split out a single complex field into multiple fields reducing the number of distinct values per field
B. combine multiple fields into one complex field, reducing the number of fields per table
C. make all numeric fields a fixed length by left padding with leading 0's using the Num function
D. convert numeric fields into text fields using the Text function
Question 4
A project to develop a QlikView application for a customer requires splitting developers into two teams.
One team will focus on developing source database query knowledge to create a reusable data layer. There are several application-specific business rules for this project. The customer needs to incrementally accumulate history for the QlikView application over time.
The second team will focus on developing the presentation layer. This team also has data modeling and scripting expertise, but does not have source database query knowledge.
Which data loading strategy should the developers use on the project?
A. create a series of QVWs that apply the business rules and then binary load them into the presentation layer QVW
B. create QVDs of the source data, apply the business rules and store a second layer of QVDs, and then load these QVDs into the presentation layer QVW
C. create QVDs of the source data and load them into the presentation layer QVW and apply the business rules in the script
D. create the presentation layer QVW and connect directly to the source data and apply the business rules in the script
Question 5
A customer needs multi-language support for a QlikView application.
The languages that need to be supported immediately are English, German, and Dutch; in the future, however, additional languages may be needed.
Which solution should a developer use to meet the customer's needs?
A. a separate document for each language
B. variables for language-specific items and the option to select a specific language in a field
C. a language definition table in the data model containing all descriptions for each language, automatically linking the business user to a language
D. a language definition table in the data model containing all descriptions for each language, and the option to select a specific language in a field
Solutions:
| Question 1 Answer: D | Question 2 Answer: B,C | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: D |
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