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| Section | Weight | Objectives |
|---|---|---|
| Performance Optimization and Validation | 10% | - Monitoring and improving application performance - Optimizing data model and script performance - Validating data integrity and consistency |
| Security and Governance | 15% | - Section Access and data security - Data governance best practices - Application and stream security |
| Scripting and Data Load Editor | 25% | - Debugging and troubleshooting scripts - Variables, functions, and expressions - Managing data load scripts - Script syntax and control statements |
| Qlik Sense Architecture and Data Connections | 20% | - Qlik Sense platform architecture - Data connectivity (files, databases, web sources, APIs) - Managing connections and data sources |
| Data Modeling and Transformation | 30% | - Data transformation, cleansing, and enrichment - Resolving synthetic keys and circular references - Using QVD files and incremental loading - Designing efficient data models |
A customer must create a production app that pulls data from two sources Source 1 is a large legacy system It takes more than one hour to read and save the data to a QVD Reading from the QVD only takes 20 seconds The data only needs to be refreshed every month because it does not change very often Source 2 is a small online data source Reloading this data takes less than one minute The production app must be refreshed every hour to see the most updated data and needs both data sets to meet the analysis requirements How should the data architect set up the data reload?
Correct Answer: C 🗳️
Refer lo the exhibit.
A data architect loads order data for a global sales organization. The Order Details contains 100 million rows.
The data architect must load only the data for the North America division Which WHERE clause should the data architect use in the Order Details LOAD script?
Correct Answer: D 🗳️
Sales managers need to see an overview of historical performance and highlight the current year's metrics App requirements:
* Display the current year's total sales
* Total sales displayed must respond to the user's selections
Which variables should a data architect create to meet these requirements?
A)
B)
C)
D)
Correct Answer: D 🗳️
Two companies have merged and a full database integration is planned for next year. The data architect needs an interim solution to view all employee data from both companies
* The tables come from different systems
* Both companies have similar Employees tables
* Both tables have identifiers for Employee and some other attributes (eg , geographical information)
* The tables also have some fields that do NOT match (e.g.: Social Security Number and Bank Account) Which problem occurs when the two tables are loaded into Qlik Sense?
Correct Answer: D 🗳️



Refer to the exhibits
Business analysts report data issues in the Value field of a table since the latest reload of the data What is causrng this issue?
Correct Answer: D 🗳️
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