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| Section | Weight | Objectives |
|---|---|---|
| Data Transformations | 38% | - Date handling and organization - Incremental loading scripting - Script building and handling nulls |
| Data Model Design | 28% | - Model optimization and design - Identify measures and attributes |
| Identify Requirements | 20% | - Identify stakeholders and metrics - Determine primary business requirements - Determine granularity and security needs |
| Data Connectivity | 8% | - Identify data sources and connectors - Select appropriate connection methods |
| Validation | 6% | - Validate and test scripts - Data validation methods |


Refer to the exhibits
Executives need to see the total sales by region for the current year. The data architect inherits App1 from a former employee who tried to address this requirement. Two Microsoft Excel spreadsheets, Region and Employee, are used as the data source. The data architect creates a table and identifies errors in the amount of sales per region Which method should the data architect use to resolve the errors''
Refer to the exhibit.
A data architect must load the two tables without creating a synthetic key. The data architect also must make sure expressions like Sum([Budgeted Sales]) are calculated correctly.
Which load script meets these requirements?
A)
B)
C)
A company builds several apps to help analyze product performance
* Each app is for a specific business area: Marketing, Sales, or Production
* Users must see updated data daily
* Data is taken from the enterprise data warehouse (EDW)
* Change requests for the data warehouse take approximately 6 weeks
* One of the dimensions used across all of the apps is product group
* There are six different product groups
To provide users with an intuitive way of working with data, the colors that represent the product groups must be the same in all apps The RGB color codes for each product group will be provided to the data architect by e-mail How should the data architect add consistent colors for the product group dimension that are easy to maintain?
Refer to the exhibits


Which corrective action should be taken to achieve the expected view?
Refer to the exhibit.
A global company recently released an app that uses much more memory than similar apps have used When reviewing data in the data manager, the data architect observes that several fields use Globally Unique Identifiers (GUIDs). There is one key field. Other fields are used for different KPIs to count the number records. The data architect must reduce the memory used as much as possible. Which steps should a data architect take to meet these requirements?
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