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| Section | Weight | Objectives |
|---|---|---|
| Identify Requirements | 20% | - Determine primary business requirements - Determine granularity and security needs - Identify stakeholders and metrics |
| Validation | 6% | - Validate and test scripts - Data validation methods |
| Data Model Design | 28% | - Model optimization and design - Identify measures and attributes |
| Data Transformations | 38% | - Script building and handling nulls - Date handling and organization - Incremental loading scripting |
| Data Connectivity | 8% | - Select appropriate connection methods - Identify data sources and connectors |
Refer to the exhibit.
A data architect is reviewing an app that is under development. The app has NOT been published All data has been validated in all charts and KPIs. The data architect notices that the data model has two fact tables with common field names that cause a synthetic join Which step should the data architect take to correct the data model without affecting the app?
Correct Answer: A 🗳️
Refer to the exhibit.
One of the data sources a data architect must add for a newly developed app is an Excel spreadsheet The Region field only has values for the first record for the region. The data architect must perform a transformation so that each row contains the correct Region.
Which function should the data architect implement to resolve this issue?
Correct Answer: A 🗳️
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 🗳️
A health system needs to analyze patient admissions and discharges in a chart with a common date axis that looks like the chart below.
The initial data table (InpatientEncounters) contains a patient admission date and a discharge date for each patient encounter. The data architect will use set analysis to calculate the number of admissions and discharges in the chart.
The data architect needs to design a data model with a minimum number of tables. Which tables should the data architect create to meet these requirements?
Correct Answer: D 🗳️
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: C 🗳️
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