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Qlik QSDA2021 (Qlik Sense Data Architect Certification Exam - February 2021 Release) is a certification exam designed for professionals who want to demonstrate their expertise in designing and developing data models, data loading strategies, and data architecture using Qlik Sense. QSDA2021 exam is the latest version of the QSDA certification and is released in February 2021. It is a globally recognized certification that validates the skills and knowledge required to build data models and architectures that can efficiently handle data from various sources.
To prepare for the Qlik QSDA2021 certification exam, candidates should have a strong understanding of data modeling and data architecture concepts. They should also have experience working with Qlik Sense and be familiar with the software's features and capabilities. Candidates can prepare for the exam by taking Qlik's official training courses, which cover topics such as data modeling, data connections, and data security. Additionally, there are several online resources available, including practice exams and study guides, to help candidates prepare for the exam.
NEW QUESTION # 15
Refer to the exhibits.
Some business users created an app by using the Add data functionality and loading two Excel files Orders and Customers.
The app is used to analyze the number of orders by customer. When the users create a bar chart to review the figures, the data shown is incorrect.
What should the data architect do to resolve this issue?
- A. Open the data manager, split the Customers table, and associate both tables on CustomerlD field
- B. Open the data load editor and apply a NOCONCATENATE function in the LOAD statement on the Orders table
- C. Open the data manager, split the Customers table, and JOIN Orders and Customers on the CustomerlD field
- D. Open the data load editor and use JOIN instead of concatenate to combine Orders and Customers by CustomerlD
Answer: D
NEW QUESTION # 16
A data architect executes the following script:
What will be the result of Table A?
A)
B)
C)
D)
- A. Option C
- B. Option D
- C. Option A
- D. Option B
Answer: B
NEW QUESTION # 17
Refer to the exhibit.
Refer to the exhibit
A data architect develops an app for Coffee4all, a coffee company with stores located throughout Europe The script runs successfully, but the Stores table does not have any values.
What should the data architect do?
- A. Use where exists (ID)
- B. Use Concatenate before loading the Stores table
- C. Use where exists (ID, StorelD)
Answer: A
NEW QUESTION # 18
Refer to the exhibit.
A data architect must classify each product into a price group. The price groups must be the same width by default and allow users to dynamically change the width of the bucket during analysis.
Which feature should the data architect use to meet these requirements?
- A. IntervalMatch and use variables
- B. Class function in a calculated dimension
- C. Nested IFs in a calculated dimension
- D. Class function in the script and use variables
Answer: B
NEW QUESTION # 19
Refer to the exhibit.
A data architect is loading the tables and a synth key is generated.
How should the data architect resolve the synthetic key?
- A. Create a composite key using OrdertD and LineNo
- B. Create a composite key using OrderlD and LineNo. and remove OrderlD and LineNo from Shipments
- C. Remove the LineNo field from both tables and use the AutoNumber function on the OrderlC field
- D. Remove the LineNo field from Shipments and use the AutoNumber function on the
Answer: B
NEW QUESTION # 20
Refer to the exhibit.
On executing a load script of an app, the country field needs to be normalized. The developer uses a mapping table to address the issue.
What should the data architect do?
- A. Use LOAD DISTINCT on the mapping table
- B. Review the values of the source mapping table
- C. Create two different mapping tables
- D. Use a LEFT JOIN instead of the APPLYMAP
Answer: B
NEW QUESTION # 21
A data architect needs to load data from two different databases Additional data will be added from a folder that contains QVDs. text files, and Excel files.
What is the minimum number of data connections required?
- A. Two
- B. Five
- C. Four
- D. Three
Answer: D
NEW QUESTION # 22
ITALY IT001 HR
GERMANY DE002 HR
SPAIN SP03 FINANCE
FRANCE FRO04 SALES
Refer to the exhibit
A company stores the employee data within a key composed of Country UserlD, and Department. These fields are separated by a blank space. The UserlD field is composed of two characters that indicate the country followed by a unique code of two or three digits. A data architect wants to retrieve only that unique code.
- A. LEFT(SUBFIELD(Key, ' ', 2), 2)
- B. RIGHT(SUBFIELD (Key,' ', 2), 3)
- C. LTRIM (SUBFIELD (Key, ' ', 2), 2)
- D. MID ( SUBFIELD (Key , ' ', 2), 3)
Answer: A
Explanation:
This expression will extract the unique code from the key by using the SUBFIELD function to separate the key into its components, and then using the LEFT function to extract the first two characters of the second component. Source: Qlik
NEW QUESTION # 23
Multiple department fields in a dataset require a description
A data architect needs to add the department descriptions or a default value when the department does NOT have a description Which strategy should the data architect use to meet these requirements?
- A. ApplyMap with two parameters after the Mapping load
- B. Enter "Missing description" in the blank rows for Description xlsx then Mapping Load
- C. Left Join between tables and Description xlsx in every Department table
- D. ApplyMap with three parameters after the Mapping load
Answer: D
Explanation:
This strategy involves using the ApplyMap function with three parameters after the Mapping load. This will allow the data architect to add the department descriptions or a default value when the department does not have a description. Source: Qlik
NEW QUESTION # 24
A global retailer has a large database in which millions of sales transactions are added per hour.
Each regional sales manager should only see details for customers in their region. After filtering based on criteria such as region, gender, and income level, sales managers should be able to see the most current detailed transactions.
What should a data architect do to meet these requirements?
- A. Create an app for each sales manager with Qlik GeoAnalytics
- B. Use section access to restrict sales manager access by region
- C. Use On-Demand App Generation (ODAG) and section access
- D. Use section access and include a service account in the table
Answer: B
NEW QUESTION # 25
Refer to the exhibit.
A data architect is loading two tables into a data model from a SQL database These tables are related on key fields CustomerlD and CustomerKey.
Which script is valid to load the tables and maintain the correct association?
A)
B)
C)
D)
- A. Option A
- B. Option B
- C. Option C
- D. Option D
Answer: C
NEW QUESTION # 26
A data architect needs to revise an existing app.
The number of data rows has grown rapidly recently. While the app is in production, users are becoming increasingly unhappy about the response times when they make selections Which two methods should be used to improve performance? (Select two.)
- A. Use dynamic script generation with variables
- B. Make sure any Ul variables are preceded by '='
- C. Create master items for all complex expressions
- D. Use flags in the data model to simplify set analysis
- E. Denormalize the schema
Answer: A,D
NEW QUESTION # 27
Refer to the exhibit.
Refer to the exhibit
A data architect is working on an app that contains orders, invoices, and shipping dat a. There are three different date fields within the data:
* OrderDate
* InvoiceDate
* ShippingDate
The business analyst needs to replicate the chart above to show Order and Shipping amounts on the same Month axis.
What should the data architect do?
- A. Left Join the three date fields onto one bridge table using the key field containing KeyField and Date
- B. Load the key field and the three date fields into a concatenated bridge table that contains KeyField and Date
- C. Create a Month field for each of the three dates in the fact table and use that in the chart
Answer: B
NEW QUESTION # 28
Refer to the exhibit.
Refer to the exhibits.
The first table shows the source table (Original table).
This data represents the stocks stored every month for each product:
* The relevant fields are productid, qty, and date.
* The date field represents the calendar months using
* The qty field shows the product stock fluctuation from the current month versus the previous month. If there is no fluctuation between months, there are no new entries in the table.
The second table shows a Pivot table visualization the data analyst needs to create in the app displaying per each product the monthly trend of available stock.
For performance reasons, the data analyst requests the data architect to calculate the running stock quantity of each product for every month in the script.
Which approach should the data architect use?
- A. 1 Generate a Calendar table with all dates between the minimum and maximum date values in an Original table
2. LEFT JOIN the Calendar table back to the Original table to populate the missing qty values - B. 1. Generate a Cartesian JOIN between productid and date in a Combined table
2. LEFT JOIN the Combined table with the Original table to populate the missing qty values
3. Use PREVIOUSO and SUM() functions to create the running quantity totals for each product for every month - C. 1 Generate a Cartesian JOIN between productid and date in a Combined table
2 RIGHT JOIN the Combined table with the Original table to populate the missing qty values
3. Use PREVIOUS() and RANGESUMQ functions to create the running quantity totals for each product for every month - D. 1. Generate a Calendar table with all dates between the minimum and maximum date values in an Original table
2. RIGHT JOIN the Calendar table back to the Original table to populate the missing qty values
3. Use PEEK() and RANGECOUNTO functions to create the running quantity totals for each product for every month
Answer: A
NEW QUESTION # 29
Refer to the exhibit.
The Section Access security table for an app is shown. User ABC\PPP opens a Qlik Sense app with a table using the field called LEVEL on one of the table columns.
What is the result?
- A. The table is removed from the user interface.
- B. The user gets a "Field not found" error.
- C. The user gets an "incomplete visualization" error
- D. The table is displayed without the LEVEL column.
Answer: C
NEW QUESTION # 30
Refer to the exhibit.
While performing a data load from the source shown, the data architect notices it is NOT appropriate for the required analysis.
The data architect runs the following script to resolve this issue:
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION # 31
A data architect executes the following script:
What will Field_1 contain after this script is executed?
- A. Abed, abed, ABCD
- B. abcd
- C. Abed, abed, ABCD, ABCDABCD
- D. Abcd, abcd
Answer: A
NEW QUESTION # 32
Refer to the exhibit.
A company has different departments. Executive and Sales should always be the first values in a Department filter pane. Which script must the data architect use to meet this requirement?
A)
B)
C)
D)
- A. Option C
- B. Option D
- C. Option A
- D. Option B
Answer: B
NEW QUESTION # 33
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