Last Updated: Sep 10, 2026
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| Section | Objectives |
|---|---|
| Application Design | - Sheet and object design - User interface best practices |
| Data Loading and Scripting | - File and database connections - Data transformation and cleansing - Load script syntax and structure |
| Data Modeling | - Data normalization and star schema design - Table relationships and synthetic keys - Associative data model concepts |
| Expressions and Calculations | - Set analysis basics - Aggregation functions |
| Performance Optimization | - Data model optimization techniques - Application performance tuning |
A customer has a set of date values in different formats.
Some dates are in Julian date format; some dates are text strings.
How can a developer ensure the data is loaded in a consistent format?
Refer to the exhibit to the right.
What can a developer determine from the exhibit about the values in the Fax field?
A customer needs an application to reload in a short time period. The source tables are log files that are appended to on a daily basis.
Which performance tuning option should a developer use?
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
Refer to the exhibit to the right.
Which technique should be used by a developer to eliminate the circular reference in the data model displayed in the exhibit?
Which objects are the most appropriate for setting one or more values for use in a "what-if" scenario?
Zona
August
Broderick
Darnell
Ford
Humphrey
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