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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Scripting and Data Load Editor | 25% | - Variables, functions, and expressions - Managing data load scripts - Debugging and troubleshooting scripts - Script syntax and control statements |
| Topic 2: Performance Optimization and Validation | 10% | - Validating data integrity and consistency - Monitoring and improving application performance - Optimizing data model and script performance |
| Topic 3: Data Modeling and Transformation | 30% | - Using QVD files and incremental loading - Data transformation, cleansing, and enrichment - Designing efficient data models - Resolving synthetic keys and circular references |
| Topic 4: Security and Governance | 15% | - Application and stream security - Section Access and data security - Data governance best practices |
| Topic 5: Qlik Sense Architecture and Data Connections | 20% | - Qlik Sense platform architecture - Managing connections and data sources - Data connectivity (files, databases, web sources, APIs) |
Refer to the exhibit
A chart for monthly hospital admissions and discharges incorrectly displays the month and year values on the x-axis.
The date format for the source data field "Common Date" is M/D/YYYY This format was used in a calculated field named "Month-Year" in the data manager when the data model was first built.
Which expression should the data architect use to fix this issue?
Correct Answer: B 🗳️

Refer to the exhibit.
A data architect needs to build a sales dashboard. Data is stored in a legacy database. The extracted data contains the date in the format, 'YYYYDDMM' Due to the source date format, the dates are being loaded as numbers.
Which function should the data architect use to fix this issue?
Correct Answer: A 🗳️
A data architect is working on a time and expense app for an organization that has Sales, Marketing, and Finance departments Department managers should only be able to view the data for their department's team members.
Where should the data architect apply this security restriction?
Correct Answer: C 🗳️
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: B,E 🗳️
Refer to the exhibit.
The data architect is using section access to meet the security requirements of an app After the first draft, the data architect discovers that users can NOT see the right subset of data Which solution should a data architect use to fix this issue?
Correct Answer: C 🗳️
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